Machine learning jobs microsoft

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Explore Azure’s AI functionality and learn Python basics for machine learning

Offered through a collaboration with Microsoft, this microcredential will teach you the fundamentals of AI and provide you with the skills to design and build an AI solution using Microsoft Azure. We will prepare you for the Microsoft Azure AI Engineer Associate (AI) certification; the cost of this microcredential includes vouchers for this exam.

Take your first steps towards an AI career

Artificial intelligence is one of the key drivers of the Fourth Industrial Revolution.

Accordingly, artificial intelligence skills are frequently listed among the most in-demand workplace skills in the current and future job market, as organisations seek to harness AI to revolutionise their operations.

While in-demand tech skills are changing, employers are faced with a shortfall of qualified candidates.

On this microcredential, you’ll address this challenge by developing key AI skills that can serve as the first steps towards becoming an AI engineer, business analyst, or AI professional.

Build an AI solution with Microsoft Azure

Azure is Microsoft’s cloud-computing platform, used by more than 95% of Fortune companies.

As well as learning to use this advanced Azure AI functionality, you’ll get the latest Microsoft Azure training, gaining a detailed introduction to the core services on offer. These skills will boost your employability beyond just AI or machine-learning jobs.

Develop Python AI skills

Machine learning drives the predictive models at the heart of artificial intelligence. You’ll build key data science and machine learning skills, using the popular Python programming language.

This machine learning credential covers basic Python for data science, data science research methods, and machine learning for Python.

Develop an AI chatbot in Microsoft Azure

The culmination of this AI course will be an introduction to Azure Cognitive Services, which you’ll use to create your own chatbot. Using LUIS (Language Understanding), you’ll discover how to use machine learning to improve your chatbot using natural-language processing.

By the end of the microcredential you’ll have a solid understanding of the practical skills needed for AI and machine learning jobs.

Will I earn a Microsoft Role-based Azure certification?

Yes. If you successfully complete this microcredential, you’ll receive a voucher to sit a separate exam to earn the Microsoft Azure AI Engineer Associate (AI) certification.

What skills will you learn?

  • Azure Cloud Portal administration
  • Azure Cognitive Services
  • Azure machine learning models
  • Python programming
  • Machine learning algorithms
  • Statistics for AI
  • Mathematics for AI
  • Chatbot development and LUIS integration
  • Microsoft bot framework

What you will achieve

By the end of the microcredential, you’ll be able to

  • Explore fundamentals of navigation of Microsoft Azure Administration portal

  • Apply the principles of machine learning and the use of Python and Microsoft Azure Cognitive Services to work with Text, Speech, Images and Videos

  • Produce and manipulate Python Lists, Numpy arrays and build custom plots on real data

  • Design and develop good data collection strategies to putting results in context

  • Develop Azure Cognitive Service Accounts

  • Design and develop chat bots on Azure Cognitive Services

  • Develop an implementation of integration of LUIS into a bot

Are you eligible for this microcredential?

There are no specific entry requirements for this credential but it’s a hands-on course, so some basic Python skills, knowledge of and experience in C# or Creative Studio, and experience working with data from Excel, databases, or text files, would help you to hit the ground running.

Machine learning leans heavily on mathematics, so a high-school level of maths and basic understanding of statistics is also highly advantageous.

You should be willing to learn through exploration and hands-on practice.

Is this microcredential right for you?

This microcredential is for professionals who’d like to boost their employability and build AI career skills needed to plug the AI skills gap.

This may include:

  • Applied machine learning specialists and engineer
  • AI analyst
  • AI statistician
  • AI researcher or scientist
  • Artificial intelligence engineer or developer
  • Data and AI architect
  • Business intelligence analyst

Gaining Microsoft Role-Based Azure certification by passing the two additional exams (included in the course price) will open the door to Microsoft Azure administrative and AI engineer roles.

Syllabus

What happens before, during, and after your microcredential

  • Before learning

    You’ll have access to our online welcome area where you’ll be can start conversations with your fellow learners and read any announcements or additional information relating to your microcredential, along with ongoing access to support from mentors and facilitators throughout your learning journey.

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    Microsoft Future Ready: Azure Cloud Fundamentals

    This course will provide foundational level knowledge of cloud services and how those services are provided with Microsoft Azure.

  • Microsoft Future Ready: Introduction to Artificial Intelligence (Professional)

    tbc

  • Microsoft Future Ready: Essential Mathematics for Machine Learning and AI

    Learn the essential mathematical foundations for machine learning and artificial intelligence.

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    Microsoft Future Ready: Introduction to Python Programming

    Python is a very powerful programming language to promote efficiency.

  • Azure AI Engineer Course Run Thumbnail

    Microsoft Future Ready: Designing and Implementing an Azure AI Solution (AI Engineer Associate)

    This course is designed as one advanced next step from the Introduction to AI course.

  • After learning

    Upon successful completion of this microcredential, you’ll receive a voucher to sit the Microsoft Azure AI Engineer Associate (AI) certification exam.

What you will receive

A Certificate of Completion from CloudSwyft

You’ll also receive a digital certificate of completion for each individual course in this microcredential, as well as hands-on lab completed badges. Badges can be added to your LinkedIn or social media profiles as evidence of your practical experience.

Learn more about this organisation

Additional benefits

Learners will also receive vouchers to sit the Microsoft Azure AI Engineer Associate (AI) exam.

What is a microcredential?

Microcredentials are designed to upskill you for work in rapidly-growing industries, without the time and cost commitment of a full degree. Your microcredential can stand alone as an independent credential, and some also offer academic credit to use towards a degree.

Learn online with expert instructors

Complete online courses led by experts over weeks with a dedicated group of professionals.

Complete project-based assessments

Test your understanding with online tutor-marked assessments and exercises.

Earn a professional credential

Finish your learning and pass your assessments to gain an accredited credential.

Advance further in your career

Use your microcredential as evidence of your specialised skills and progress further in your industry.

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Career-focused learning by CloudSwyft Global Systems, Inc.

CloudSwyft has partnered with the top global technology companies to deliver cutting edge digital skills learning across the modern workplace.

Microsoft

This microcredential is in partnership with Microsoft

Learning on FutureLearn

Your learning, your rules

  • Courses are split into weeks, activities, and steps, but you can complete them as quickly or slowly as you like
  • Learn through a mix of bite-sized videos, long- and short-form articles, audio, and practical activities
  • Stay motivated by using the Progress page to keep track of your step completion and assessment scores

Join a global classroom

  • Experience the power of social learning, and get inspired by an international network of learners
  • Share ideas with your peers and course educators on every step of the course
  • Join the conversation by reading, @ing, liking, bookmarking, and replying to comments from others

Map your progress

  • As you work through the course, use notifications and the Progress page to guide your learning
  • Whenever you’re ready, mark each step as complete, you’re in control
  • Complete 90% of course steps and all of the assessments to earn your certificate

Want to know more about learning on FutureLearn? Using FutureLearn

What are our learners saying?

Add a new skill or forge a new path

"I recommend Futurelearn to anyone looking to learn and upskillIf you are in the job market, you might want to add a new skill or forge a new path."

They bring the classroom right to you

"FutureLearn courses are always interesting and informative. They bring the classroom right to you and send you on a journey to explore new ideas and offer interesting topics."

When would you like to start?

We aim to run our microcredentials every few months. Join on the date that suits you or register to hear about future runs and updates.

Find out more

Not sure if microcredentials are right for you? Fill in your details below and we will send you more information to help you make a decision.

FAQ

We can accept payments made by card (Visa, Mastercard and American Express) or PayPal via our online system.

You will have 21 days from the day the course starts to apply for a refund. You can find more information in our cancellation and refund policy.

Microcredentials are designed to fit around your life and timezone.

There may be live events as part of your studies, but these will be recorded and can be watched afterwards if you aren’t online for the live broadcast.

No, microcredentials are designed to be taken anywhere in the world. You won’t need the right to study in the country where the university offering the microcredential is based.

Want to know more? Read the microcredential FAQs, or contact us.

Sours: https://www.futurelearn.com/microcredentials/microsoft-ai-track

Microsoft research jobs

Researcher - Reinforcement Learning - Microsoft Research

 Call for Researchers in Large Scale Representation Learning, New Interactive Learning Domains, and Reinforcement Learning Related Areas Locations open for consideration: New York, Redmond, Montreal, Cambridge MA, Cambridge UK We want to enable the next generation of machine learning using interactive reinforcement-based approaches to solve real-world problems.  We seek exceptional applicants in reinforcement learning and related  representation learning or the interest and will to extend interactive reinforcement learning into new domains. App licants will be reviewed and processed in 3 waves beginning November 1, January 1, and March 1. Microsoft Research offers an exhilarating and supportive environment for cutting-edge, multidisciplinary research, both theoretical and applied, with access to an extraordinary diversity of big and small data sources, an open 

Researcher - Deep Learning - Microsoft Research

]] The Deep Learning Group ( at Microsoft Research Redmond advances the state of the art on deep learning and its applications to neuro-symbolic reasoning, software engineering, program synthesis, question answering, multi-modal intelligence, conversational AI, and natural language processing. We regularly publish in top-tier computer science venues and collaborate with Microsoft product groups including Office, Bing, Dynamics, and Visual Studio.We seek exceptional researchers with a demonstrated ability for independent research and a strong record of influential publications on deep learning or its applications. An ideal candidate is passionate about the next generation of deep learning technologies and their real-world impact on computer vision, natural language processing, and multi-modality intelligence.We are particularly interested in candidates who thrive in a collaborative, multi 

Microsoft M Functional Solution Architect

Description: Spyglass MTG (Microsoft Technology Group) is a Microsoft Gold Certified Partner. We hire people who are professional consultants in addition to being highly competent performers in their specific discipline. As a Consultant at Spyglass MTG you will be working on projects to develop Microsoft technology focused solutions for a variety of clients in industries such as Financial Services, Healthcare, Life Sciences, Manufacturing and Higher Education. Our office is located in Lincoln, RI, however our clients are typically located in the Greater Boston and New England area. As a Microsoft M Functional Solution Architect, you will be working in a team environment that consists of Spyglass and Client members. The Microsoft M Functional Solution Architect is a senior consultant position. This person will work as the lead on a variety of M related engagements such as O 

Marketing Communications Manager - Microsoft Research

 Microsoft Research Outreach is searching for a content and programming manager to lead the development and execution of priority campaigns in Microsoft Research. This role is an exciting opportunity to drive impact by influencing how we increase mindshare across the research ecosystem. You will take on a variety of campaigns and establish best-in-class processes to ensure well-orchestrated campaign launches and ongoing development and oversight of campaign calendars.  You will work cross functionally with researchers, Research PMs, Event PMs, and Comms. You will have the opportunity to craft unique audience engagement campaigns within an agile test and deploy organization while turning data into insights to drive continuous improvements. We are always learning from these engagements, and we take that learning back to our very own research partners to ensure that our future campaigns 

Principal Researcher - Machine Learning - Microsoft Research

 The Machine Learning Foundations Group in Microsoft Research Redmond seeks exceptional principal researchers who are passionate about developing the next generation of principled machine learning and optimization algorithms. Applicants must have an outstanding track-record in fields related to machine learning and optimization, and be a leader in their core field of study (mathematics, physics, computer science or statistics). #Research Responsibilities As a principal researcher in Microsoft Research you will develop your research career as a member of a world-class research organization. You will set your own research agenda and collaborate with other researchers and engineers, with the goal of achieving breakthroughs in the field. You will also have the opportunity to see your ideas come to life in products and services that are used worldwide. We offer a vibrant environment 

Engineer - Machine Learning - Microsoft Research

 years of building and tuning machine learning pipelines and deploying models at scale. They should be driven by the desire to imagine, invent and build the future of data-driven business decision making. A large part of the role will be spent developing our open-source package  , and aiding in its integration with other Microsoft products.   ALICE is a project within to direct Artificial Intelligence towards economic decision making. We build tools that combine state-of-the-art machine learning with econometrics to bring automation to economic decision making.  #Research Responsibilities Role and Responsibilities: You'll be a member of a cross-disciplinary team of engineers, data scientists and researchers. Learning new skills rapidly and applying as needed, e.g., learn a new machine learning algorithm from a research paper and implementing it. Software engineering 

Post Doc Researcher - Reinforcement Learning - Microsoft Research

 Call for P ostdoctoral Researchers in Large Scale Representation Learning, New Interactive Learning Domains, Reinforcement Learning, and related areas Locations open for consideration: New York, Redmond, Montreal, Cambridge MA, Cambridge UK . Postdoctoral positions may be for either 1 or 2 years. We want to enable the next generation of machine learning using interactive reinforcement-based approaches to solve real-world problems  reinforcement learning into new domains.   Applicants will be reviewed and considered in three cycles . The deadlines to submit application materials for each cycle are November 1, January 1, and March 1.  Microsoft Research offers an exhilarating and supportive environment for cutting-edge, multidisciplinary research, both theoretical and applied, with access to an extraordinary diversity of big and small data sources, an open publications 

Enterprise Sales Champion (Microsoft Partner of the Year)

 Vitalyst, Microsoft US Partner of the Year and global provider of learning and development solutions, is looking for a Business Development Specialist who will be responsible for identifying and building new business though our partnership with Microsoft. Are you ready to propel your career in solution sales? As an Enterprise Sales Champion you will be responsible for all aspects of sales within your territory or vertical, managing new opportunities through pipeline to closure. THIS POSITION HAS POTENTIAL TO BE REMOTE. Depending on your location, w ork from home is acceptable. Your day-to-day priorities: Meet or exceed assigned revenue targets by developing and delivering insightful, value-added solutions that address client issues and the evolving workforce Utilize and enhance current Microsoft relationships to drive customer referrals, introductions, and funding Develop 

Research Software Engineer - Cloud Operations Research - Microsoft Research

]] If you enjoy innovating and solving challenging problems in the intersection of cloud platforms, distributed systems and algorithms this is the job for you. Being part of the Cloud Operations Research (CORE) group at Microsoft Research gives you the unique opportunity to work on new problems and influence the next generation of products in the computer industry. Our group is conducting exciting projects in several areas, including cloud platform efficiency, cloud supply chain optimization and machine learning for systems. Our group fosters a culture where all voices are included and respected. We also ensure that every group member is supported and encouraged in their career goals. #Research Responsibilities This research software developer position involves working with researchers and other developers. You will be expected to create innovative research prototypes, help 

Post Doc Researcher - Social Media - Microsoft Research

 The Social Media Collective at Microsoft Research New England (MSRNE) is looking for a two-year social media postdoctoral researcher.  This position is an ideal opportunity for a scholar whose work draws on communication, media studies, anthropology, sociology, and/or science & technology studies to bring empirical and critical perspectives to bear on complex socio-technical issues. We also consider applications from candidates that might bridge SMC and one or more areas of the MSRNE lab, including machine learning and statistics, economics and computational economics, theoretical mathematics, and computational biology.  Deadline for applications: December 1, Postdoctoral researchers receive a competitive salary and benefits package, and are eligible for relocation expenses. Postdoctoral researchers are hired for a two-year term appointment following the academic calendar 

Researcher - Machine Learning and Natural Language Processing - Microsoft Research

 At Microsoft Research (MSR) , our researchers and engineers pursue innovation in a range of scientific and technical disciplines to help solve complex challenges in diverse fields, including computing, healthcare, economics, and the environment. Researchers in the  Language and Intelligent Assistance research area are making and harnessing advances in machine learning and natural language processing, to enable machines to understand and generate natural language , build the next generation of intelligence assistance , and do so while preserving user privacy . We advance the state-of-the-art in artificial intelligence while providing practical solutions to real-world problems and translating core technologies into practice.  Examples of current directions include natural language processing (e.g. , question answering, semantic parsing, conversational modeling and 

Post Doc Researcher - Human-Centered AI - Microsoft Research

 The Adaptive Systems and Interaction group at Microsoft Research Redmond is looking for highly qualified candidates to advance the state of the art in understanding and development of Responsible AI with focus on real-world use of AI systems. Our group conducts influential research published at top-tier venues in AI and HCI ( including AAAI, CHI, NeurIPS , ICML, and FAccT ) and works within Microsoft’s Responsible AI ecosystem to impact our AI-driven technologies such as Azure, Office, and Bing. We seek exceptional researchers with a demonstrated ability for independent research and a strong record of influential publications on Artificial Intelligence and Human Computer Interaction . An ideal candidate is passionate about understanding the impact of AI systems on people and society. We are interested in candidates with hands-on experience with real-world AI systems 

Senior Designer, Microsoft Casual Games

 The Microsoft Casual Games Studio is focused on delivering the best casual games for Windows 10/11, Mobile Platforms and beyond. We are looking for an experienced Senior Casual Game Designer who has the passion to join us as we develop, release and support our Microsoft Casual Games on the Windows, iOS, and Android and Web platforms. This position focuses on creating a vision, solving creative problems, helping establish and emphasize core  game builds and milestone deliverables and provide constructive feedback to the developers that clearly identify problem statements and provide solution recommendations Utilize team feedback, data analysis, and user research feedback to create clear actionable items that improve products and design processes Write design specs for external and internal development teams Create presentations that help analyze and visualize player usage 

Microsoft Solutions Architect

 variety of voices, identities, backgrounds, experiences, and perspectives. We offer a collaborative space that provides career advancement, a host of learning opportunities, and meaningful benefits centred on well-being. Here, our shared desire to dream big, take risks, and constantly improve contributes to the innovation and boundary-pushing that ultimately leads to our collective success. Job Description Ubisoft IT is looking for a Microsoft Solutions Architect to join the Enterprise Infrastructure Solutions team. This team is composed of project managers, developers and technical architects covering several technology domains. As an architect, you will join a team of 2 architects and 2 project managers, whose objective is to design and deploy the technical platforms that support the company's employees worldwide. Responsibilities Define the technical strategy and drive 

Microsoft Specialist

 The Best Buy Certified Microsoft Advisor creates a world-class shopping experience for our customers while inspiring them to see what’s possible with technology. They build quality relationships with customers to provide them with relevant and memorable product demonstrations. This role provides full service and solutions support to customers in the areas of Vendor Experience. Our Certified Advisors are responsible for delivering profitability by achieving revenue, margin, solution and operational targets. They are highly skilled within a given area and work closely with other employees to demonstrate, promote, and sell products and services. At Best Buy, we are obsessed with building long term relationships with our customers. Every team member should feel empowered to deliver a world-class and unique experience based on what each customer needs. Key Responsibilities Helps 

Microsoft Engineer

 providing specialty insurance programs, risk management services and unique products for an ever-growing market. Our team is comprised of innovative, talented individuals who are the driving force of the success we have experienced and continue to achieve in this fast-paced industry. The Microsoft Engineer helps plan for and drive adoption of Microsoft Office and Modern Workplace technologies. This is a foundational position and a technical leader over a group of engineers to take business need and transform it into tasks and projects. Essential Duties and Responsibilities: Research, develop, and deploy Microsoft solutions, including delivering proof of concepts Design, Plan and Execute Office migrations including Exchange Online, OneDrive, SharePoint Online, and Skype/MS Teams Design and plan for Identity Management (ADFS, Azure, Other) and Directory Sync 

Microsoft Specialist

BR Job Title: Microsoft Specialist Job Category: Store Associates Store Number or Department: Orland Park-Store Job Description: The Best Buy Certified Microsoft Advisor creates a world-class shopping experience for our customers while inspiring them to see what’s possible with technology. They build quality relationships with customers to provide them with relevant and memorable product demonstrations. This role provides full service and solutions support to customers in the areas of Vendor Experience. Our Certified Advisors are responsible for delivering profitability by achieving revenue, margin, solution and operational targets. They are highly skilled within a given area and work closely with other employees to demonstrate, promote, and sell products and services. At Best Buy, we are obsessed with building long term relationships with our customers 

Microsoft Systems Engineer

 Growing government contractor looking to hire a Microsoft Systems Engineer to their team. Desired Knowledge, Skills and Abilities Plan and execute long-term strategy around driving customer awareness and engagement   Have experience developing new channels and business models, as well as innovative products and services;   Tech-savvy; the ability to ask the right questions is a minimum requirement;   Has digital acumen but and is a seasoned  manager who can operate within a large-scale business and influence effectively across the organization;   Knowledge of the relationships with other local governments and other levels of government;   Knowledge of research methods and techniques utilized to assemble, organize, and present in written or oral form statistical, financial, or factual information derived from a variety of sources;   Knowledge of the laws, ordinances, and 

Microsoft Dynamics Consultant

 Microsoft Dynamics Consultant   Cooler Screens is re-imagining the business of brick-and-mortar retail for retailers and brands.  We are transforming retail cooler surfaces into IoT enabled screens that deliver new marketing opportunities and smart merchandising for the ultimate shopper experience. Cooler Screens is building the world’s first and largest in-store digital media and edge computing platform at the retail point-of-sale.   As  prominent Silicon Valley and Chicago leaders, advisers, and investors.   Who You Are: You have expert knowledge of Microsoft Dynamics Business Central You demonstrate leadership ability to back decisions with research and the "why," and articulate several options, the pros and cons for each, and a recommendation You are a continuous learner and innovator who thrives on tackling tough technical challenges; you have direct experience 

Microsoft Engineer

 Consulting Services to many diverse organizations. Based in the Rocky Mountains of Colorado, we support customers across the US. We follow PMI Best Practices for our customer projects. With laser focus on customer satisfaction we have successfully completed dozens of complex technology projects for our clients in various industries and sectors. We are currently seeking a talented individual with experience in several of the following: Microsoft Azure Windows Server SQL Server Database development Exchange Server Office identities SharePoint Server Hyper-V and System Center Skype for Business Visual Studio System Center Configuration Manager and Intune Dynamics / AX Business Intelligence Machine learning Data analytics and big data Software-defined data centers Server infrastructures DevOps Mobile Applications 

Sours: https://jooble.org/jobs-microsoft-research
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About this Course

Gain a high-level introduction to the field of machine learning and prepare to use Azure Machine Learning Studio to train machine learning models. Plus, learn how to perform a variety of tasks on Azure Machine Learning labs — from data import, transformation and management to training, validating and evaluating models.

Access to the Azure Machine Learning Labs will close after a predetermined number of students have completed the course.

Course Cost
Free

Timeline
Approx. 2 Months

Skill Level
Intermediate

Included in Product

Rich Learning ContentRich Learning Content

Interactive QuizzesInteractive Quizzes

Taught by Industry ProsTaught by Industry Pros

Self-Paced LearningSelf-Paced Learning

Course Leads

Aniththa Umamahesan

Aniththa Umamahesan

Program Manager, Microsoft Azure Machine Learning

Abe Omorogbe

Abe Omorogbe

Program Manager, Microsoft

Zoiner Tejada

Zoiner Tejada

CEO & Architect, Solliance

Ciprian Jichici

Ciprian Jichici

Chief Data Scientist, Solliance

What You Will Learn

Prerequisites and Requirements

The Introduction to Machine Learning using Microsoft Azure course is intended for learners who have prior programming knowledge in any language, preferably Python, and are comfortable writing scripts. Having a knowledge of basic statistics will also help with deploying the Machine Learning models in this course.

See the Technology Requirements for using Udacity.

Why Take This Course

As more and more services move to the cloud, the need for machine learning expertise in cloud infrastructure increases. In fact, nearly 90% of companies rely on cloud computing. Microsoft Azure is one of the top cloud providers among Fortune companies, and this free course aims to enable a new generation of machine learning practitioners to progress their careers.

What do I get?
  • Instructor videos
  • Learn by doing exercises
  • Taught by industry professionals
Sours: https://www.udacity.com/course/introduction-to-machine-learning-using-microsoft-azure--ud

Senior Machine Learning Engineer Digital/Adobe Analytics


 

Posted: Sep 08,

Microsoft

Microsoft

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Job Description

Other details

  • Department: General / Other Software General / Other Software
  • Industry: IT - Software IT - Software
  • Skills: cloud computing,  cloud computing, anomaly detection,  anomaly detection, data engineering,  data engineering, global teams,  global teams, work effectively,  work effectively, web analytics,  web analytics, machine learning,  machine learning, test coverage,  test coverage, time series,  time series, product management,  product management, deep learning,  deep learning, computer science,  computer science, site engineering site engineering
  • Education Graduation

 

Recruiter details

  • Company Name: Microsoft
  • Company Description:
    Microsoft’s Customer Service and Support (CSS) organization supports over Microsoft products, which range from the Consumer to Enterprise customer segments. This includes technical products from Developer Support and Enterprise Platform Support to Enterprise Messaging Support and Enterprise Business Applications Support. The site in Bangalore is a part of a global network that has over 50 million customer touch points on an annual basis and provides services to the Consumer and Enterprise customer segments.
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Sours: https://www.shine.com/jobs/senior-machine-learning-engineer-digitaladobe-analytics-permanent/microsoft//

Microsoft machine learning jobs

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MLOps explained - Machine Learning Essentials

Machine Learning Uncertainty Quantification Internship

LockApplications for this job are now closed

Project Tokyo, Microsoft Research Cambridge (UK) is looking to hire a machine learning (ML) intern to advance research in the explainability of human-in-the-loop ML systems. The project will focus on quantifying and explaining uncertainty in few-shot recognition models on real-world heterogenous video data in ways that are useful to a user of the system. The candidate should have technical expertise in few-shot learning/meta-learning and uncertainty quantification, with desirable expertise in the following areas: video recognition/classification, robustness/calibration in deep learning models. They should also be passionate about human-centric applications of AI for social good (e.g. assistive technologies for people who are blind/low-vision). The outcomes of the project may lead to a publication in a relevant conference and/or integration into a Microsoft product or application.

Thus, the internship offers a unique opportunity to have real-world impact and drive state-of-the-art research at the intersection of ML and human-computer interaction, in collaboration with a multi-disciplinary team.

Internship duration: 12 weeks

Start date: October/November (flexible)

Responsibilities

  • Undertake cutting-edge research in quantifying and explaining uncertainty in few-shot recognition models on real-world heterogenous video data. 
  • Write research code to test new approaches or develop novel theoretical and practical insights. 
  • Collaboration with a diverse and multi-disciplinary team. 
  • Clearly communicate research ideas and results in writing, such as research papers, presentations, or research notes for internal and external audiences. 

Qualifications

Required

  • Currently pursuing a PhD in machine learning, deep learning, or a related area. Exceptional Masters students with research experience will be considered. All applicants must be currently enrolled in an educational institution. 
  • Demonstrable strong understanding of state-of-the-art deep learning approaches in few-shot learning/meta-learning and uncertainty quantification (e.g. through publications, demos, course projects, etc.). 
  • Demonstrable ability to drive high-quality research insights through publications in top-tier conferences and journals (e.g. NeurIPS, ICML, ICLR, ICCV, CVPR, JMLR).
  • Hands-on experience in implementing and empirically evaluating deep learning approaches in PyTorch.  
  • Effective communication skills and ability to work in a collaborative environment.  
  • Ability to re-locate to the UK for the duration of the internship. 

Desired

  • Demonstrable expertise in any of the following areas: video recognition/classification, robustness/calibration in deep learning models (e.g. through publications, demos, course projects, etc.). 
  • Passion for human-centric applications of AI for social good (e.g. assistive technologies for people who are blind/low-vision). 
  • Experience working in a multi-disciplinary team with diverse skill sets. 
  • Authored/contributed to open-source code projects (e.g. on GitHub). 

Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws, regulations and ordinances. 

 

DEADLINE 15th September

Sours: https://www.brightnetwork.co.uk/graduate-jobs/microsoft/machine-learning-uncertainty-quantification-united-kingdom

Similar news:

Thanks to the continued dominance of cloud computing, there’s never been a better time to start a career in the world of Microsoft Azure.

Microsoft’s cloud platform offers a mind-bending range of cloud-based apps and services, giving users access to cutting-edge technological developments and formidable computing power they need to transform the way they operate.

To date, Microsoft has Azure data centers in countries and serves more global regions than any other cloud provider. New locations will be coming to the United Arab Emirates and Switzerland in the next year. This enormous network of infrastructure is part of the reason why the majority of Fortune companies trust Azure.

As more businesses flock to Microsoft Azure, demand for skilled cloud professionals is only going to increase. Right now, there’s nowhere near enough Azure talent around to fill the increasing number of roles on the market. Companies are battling to land the best candidates, driving up wages in the process, and putting those with the skills to do the job in a very comfortable position.

They say there’s no such thing as a job for life anymore, and in a fast-changing sector like tech, it’s certainly true that professionals need to keep upskilling throughout their careers to stay up to speed. But if you want to build a rewarding, lifelong career in tech, you need to get on board with cloud.

According to IDC, almost 40% of all IT jobs will be cloud-focused by Serverless computing is the new normal, and those who start equipping themselves with valuable skills now will make themselves irreplaceable for years to come.

Let’s look at some of the best Azure careers you can get into today, that’ll take you into tomorrow.

All salary information is taken from our Microsoft Azure Salary Survey and is accurate as of July  

What does an Azure Administrator do?

The role of administrator is a vital one across many technologies; admins keep their fingers on the pulse of their systems, installing, configuring, and monitoring everyday functions and ensuring everything is running as it should.

Azure Administrators need to have a good grip on topics like SQL databases, back up and disaster recovery, virtualization, high availability techniques to ensure their Azure platform is in top shape at all times. They’ll be expected to monitor the performance of Azure apps and services, perform audits, and proactively work to optimize functionality.

Admins often act as the bridge between Azure users and the technical team behind it, so they need to be able to communicate well with users of all experience levels.

As an Azure Admin, you might be working in-house at an end user organization, overseeing its own Azure products and leasing with users to help them get the most out of the services. Or, you could be working for a Microsoft Partner, providing managed services to their clients and working on a number of different Azure instances or providing support for businesses migrating to the cloud.

If you want to get a head start on your Azure Administrator career, Microsoft has released a brand new role-based certification, especially for those interested in this position.

The Microsoft Certified: Azure Administrator Associate certification verifies that you have the skills to perform the job efficiently, and tests your ability to implement, monitor, and maintain Microsoft Azure solutions. Expect to see exams questions on compute, storage, and security management, as well as deploying virtual machines, configuring virtual networks, and managing Azure Active Directory.

How much does an Azure Administrator earn?

Junior ( years)Mid ( years)Senior (8+ years)
United States (USD)$80,$,$,
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What does an Azure Developer do?

Azure Developers build and deploy apps and services on the Azure platform. Having previous development experience is obviously a plus if you want to become an Azure Developer, as is being familiar with other Microsoft products like Powershell, Office , and Dynamics ; all products that integrate with Azure.

As an Azure Developer, you’ll be charged with designing, creating, implementing, and maintaining solutions from technical infrastructure to apps. You’ll need to stay up to date with the latest developments in technologies and methodologies, and understand how to translate them into practical, reliable solutions that solve business problems.

Azure uses programming languages including JavaScript, C#, and HTML5, so you’ll need a thorough understanding of these to be able to develop for Azure. Experience with ASP.NET, SQL Server, JQuery, Angular, and Visual Studio Team Services will also be expected of Azure Developers.

Given the huge variety of products available on Azure, there’s a range of specialisms you could move into as an Azure Developer: developing for cloud storage, creating PaaS solutions, IaaS solutions, cognitive services like bots and AI, storage, or security to name just a few.

How much does an Azure Developer earn?

Junior ( years)Mid ( years)Senior (8+ years)
United Kingdom (GBP)£30,£60,£75,
United States (USD)$,$,$,
Germany (EUR)€45,€63,€75,
Netherlands (EUR)€36,€42,€54,
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What does an Azure Solution Architect do?

Just like traditional architects, it’s a Solution Architect’s job to take specifications from end users and create a solution that meets the requirements given. In cloud terms, Azure Solution Architects are tasked with overseeing the structure and deployment of cloud environments.

That usually entails creating gathering requirements, determining a suitable infrastructure, designing applications, and configuring and securing the solution once it’s implemented. Budding Azure Solution Architects should have a good working knowledge of Azure compute, network, storage, and security.

Solution Architects will often be required to be the “cheerleaders” for the new cloud platform too. They’ll sell the cloud and its benefits to users, create adoption strategies to help them get the most out of it, and champion best practices.

The role of Solution Architect is both highly technical and consultative. SAs are the link between end users and the cloud teams that will build the solution, so need both hands-on experience with the Microsoft .NET stack, and excellent communication and relationship-building skills.

How much does an Azure Solution Architect earn?

Junior ( years)Mid ( years)Senior (8+ years)
United Kingdom (GBP)£56,£65,£75,
United States (USD)$,$,$,
Germany (EUR)€75,€90,€,
Denmark (DKK)&#;, kr, kr
Netherlands (EUR)€48,€60,€72,
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What does an Azure Consultant do?

When an organization is ready to take the first step toward a cloud-first approach to their operations, they speak to an Azure Consultant. Often called a Pre-Sales Consultant, these professionals chat to businesses, find out what they want to get out of their switch to the cloud, gain an understanding of their requirements, and map out the best possible solution.

Once they’ve worked out what their client needs, a consultant will go away and translate those needs into a practical plan, advising on the best products and services to achieve their goals, and creating a migration plan to help them execute the big move.

Though not as technical a role as say, developer or architect, Azure Consultants need to have a broad knowledge of Azure as a whole. Every client will have different needs and different objectives—whether that’s lowering costs, improving productivity, or tightening up security—so you’ll need to be able to advise on all these fronts to be a great consultant.

How much does an Azure Consultant earn?

Junior ( years)Mid ( years)Senior (8+ years)
United Kingdom (GBP)£50,£75,£80,
Germany (EUR)€33,€60,€90,
Netherlands (EUR)€36,€48,€60,
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What does an Azure DevOps Engineer do?

Azure DevOps Engineers are responsible for bringing together people, processes, and technologies to deliver and improve first-rate products that meet user needs and business objectives on an on-going basis. That means architecting, designing, building, and implementing scalable Microsoft Azure solutions, and working across areas like virtual machine environments, storage, and network architecture.

The role of a DevOps Engineer involves extensive expertise, not only covering development and coding with PowerShell, .NET, and C#, but also system deployment and the wider operations. They need to understand DevOps strategy, how to roll out continuous integration and delivery, how to implement dependency management and application infrastructure, and how to develop roadmaps for current and future cloud deployments.

DevOps Engineers will work hand-in-hand with system admins, architects and developers, so need to have outstanding soft skills like project management and communication to enable them to promote a DevOps culture across their organization.

How much does an Azure DevOps Engineer earn?

Junior ( years)Mid ( years)Senior (8+ years)
United Kingdom (GBP)£42,£65,£80,
United States (USD)$,$,$,
Denmark (DKK)&#;, kr, kr
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What does an Azure Security Engineer do?

In an age where cyber threats are constantly evolving, keeping up with developments and ensuring an organization’s Azure platform is secure is a full-time job. It’s an Azure Security Engineer’s responsibility to implement and configure security controls and policies, manage access to data, and monitor threats to ensure that apps, containers, infrastructure, and networks are protected.

As anyone even the slightest bit familiar with cybersecurity will know, user error is the number one threat to an organization’s security, so Security Engineers will also be expected to develop and champion best practices, and educate users to minimize risk.

How much does an Azure Security Engineer earn?

Junior ( years)Mid ( years)Senior (8+ years)
United States (USD)$,$,$,
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What does an Azure Data Scientist do?

Another key role in the ever-expanding and highly sought-after stable of data-based careers, Azure Data Scientists are tasked with designing data models that address unique business issues.

Organizations are increasingly looking to data analysis techniques like Big Data and visualization to give them a clearer picture of their business and make more informed decisions. To help them achieve this, Azure Data Scientists use Azure’s machine learning techniques to coach, assess, and implement data models that surface patterns, trends, and insights.

Data Scientists will be expected to consultant with commercial leaders to determine business needs, prepare data for modeling, carry out feature engineering, and continually develop and evaluate their models. They should also be familiar with Azure data services like Machine Learning Studio, as well as tools like Hadoop, Spark, and be able to visualize data using platforms like Tableau and Power BI.

How much does an Azure Data Scientist earn?

Junior ( years)Mid ( years)Senior (8+ years)
United States (USD)$,$,$,
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What does an Azure AI Engineer do?

Equipped with the skills and knowledge to help organizations utilize cutting-edge tech within the field of artificial intelligence and machine learning, Azure AI Engineers will be among the most sought-after tech professionals in the coming years.

As more businesses move to automate their processes and rely more heavily on machine learning processes, AI Engineers will be at the forefront of rolling out these developments, designing, training, integrating and deploying smart models across various tech platforms.

Given the wide range of AI products available on Azure, AI Engineers have plenty of options to specialize. Broadly, they’ll be expected to be able to architect and implement Azure AI solutions such as natural language processing, speech, computer vision, bots, and agents.

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What does an Azure Data Engineer do?

Data is an organization’s most precious commodity—making sure that data can be accessed efficiently and protecting it from damage, theft, or misuse should be a top priority. That’s where the Azure Data Engineer comes in.

Data Engineers are responsible for designing and implementing ways to govern, supervise, and secure a company’s data using tools from across Azure’s swathe of data services.

An Azure Data Engineer will be expected to be able to create and deploy infrastructure that stores and organizes data so that it can be fed into data analytics platforms and help derive valuable insights that benefit the business.

They need to know how to implement relational and non-relational storage, design and develop processing solutions, design, monitor and optimize cloud data stores, and ensure that all data infrastructure is secure.

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Want to see more of the latest Azure salaries?

Get the inside track on compensation, market trends, and desirable skills in the Azure ecosystem with our first-ever Microsoft Azure Salary Survey.

Sours: https://www.nigelfrank.com/blog/microsoft-azure-jobs-and-how-much-they-pay/


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