Senior Researcher

3 weeks ago

Bengaluru, India Microsoft Full time

Overview

At Microsoft, we operate the largest collaboration services in the world with 100s of millions of consumer/enterprise mailboxes, documents, and conversations. We are an Applied Research team driving medium and long-term product innovations. We closely collaborate with multiple research teams and product groups across the globe who bring a multitude of technical expertise in cloud systems, machine learning, privacy and software engineering. We communicate our research both internally and externally through academic publications, open-source releases, blog posts, patents, and industry conferences. Further, we also collaborate with academic and industry partners to advance the state of the art and aim for material product impact that will affect 100s of millions of customers.

Within our Microsoft wide initiative, we are leveraging our deep workload understanding and combining algorithmic research with AI/ML techniques and hardware innovation to provide a step function improvement in operational efficiency and reliability enabling us to deliver best in class productivity experiences while meeting our sustainability goals.

We are looking for a Senior Researcher with an innovative mindset to design and develop novel machine learning and algorithmic solutions for our cloud infrastructure with a singular purpose of making them scalable, fast, reliable, and efficient. 

The ideal candidate will have a strong background in machine learning or systems research and the ambition to apply them to large scale production systems. Some of the challenges include optimizing placement and scheduling of dynamic workloads on distributed cloud infrastructure to improve resource utilization across compute, memory, storage, networking as well as AI hardware accelerators. The algorithms we develop must capture the complex behaviour of the workloads, dynamically adapt to changing conditions, and need to be tested/implemented on production systems without compromising user experience.

Microsoft’s mission is to empower every person and every organization on the planet to achieve more. As employees we come together with a growth mindset, innovate to empower others, and collaborate to realize our shared goals. Each day we build on our values of respect, integrity, and accountability to create a culture of inclusion where everyone can thrive at work and beyond.

Qualifications

Required Qualifications:

Doctorate in Computer Science, Systems, Machine Learning, Statistics, Operations Research or related fieldsOR equivalent experience. Research experience and at least two publications in top conferences/journals in one of the following areas: systems, machine learning, software engineering, statistics, optimization.

Preferred Qualifications:

Experience with working on big data pipelines and cloud solutions.  Good analytical, applied research, and communication skills. Experience with one or more programming languages: Python, C/C++, Java, etc. Ability to work independently and in a team, take initiative and lead engagements as required.

Responsibilities

Conduct state of the art research at the intersection of AI and Systems domains to improve Cloud efficiency and reliability. Driving the end-to-end research agenda from establishing the problem definition to designing algorithms, tools, and models. Publish and contribute to top scientific conferences and journals. Effective collaborate across research and engineering teams. Work with a small group of fellow researchers and product engineering teams to design and execute practical solutions for step-function real-world impact. Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work.Industry leading healthcareEducational resourcesDiscounts on products and servicesSavings and investmentsMaternity and paternity leaveGenerous time awayGiving programsOpportunities to network and connect

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