Cambridge Residency Program: Researcher

Cambridge Residency Program: Researcher Cambridge, East of England, England

Microsoft
Full Time Cambridge, East of England, England 10.56 - 12.04 GBP Today
Job description

The Cloud Infrastructure team invites computer science researchers to join our two-year Residency Program.

We believe that dramatic improvements to cloud-scale AI/ML systems can be enabled by automatic tools supporting their development and deployment process. This includes architectural exploration, mapping of workloads onto the infrastructure, and further optimizations. There is a wealth of research opportunities and challenges in scheduling and optimization, constraint solving, program synthesis, local search, and other areas. We are developing such tools, in collaboration with product groups, other teams at Microsoft Research, and the broader academic community.

Responsibilities

In this role, you will work closely with other team members to innovate and drive the research on automated tools for design, development, and deployment of AI/ML infrastructure and workloads at scale. This could involve algorithms and tools for scheduling communication over heterogeneous networks, partitioning/fusion of computation tasks, static analysis of DNNs. The researcher will have access to our internal product partners, and will work with experts on AI/ML systems, automated reasoning, and constraint solving. Additionally, they will have an opportunity to participate in their research community by disseminating their work through publications, conference attendance, and service.

Qualifications

Required
  • PhD in computer science or equivalent industry experience in a research environment, with a focus on constraint solving, automated reasoning, program verification, DNNs, or related.
  • Capability for rapid and accurate development in, for example, Python, C++, or similar.
  • Creative and collaborative approach to problem solving.
Preferred
  • Publishing track record in automation of distributed deep learning, constraint solving, program verification (e.g., NeurIPS, ICML, OSDI, CP, SAT, CAV).
  • Experience with ML frameworks.

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.

Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work.

Cambridge Residency Program: Researcher
Microsoft

https://www.microsoft.com/en-gb/
Redmond, United States
Satya Nadella
$10+ billion (USD)
10000+ Employees
Company - Public
Computer Hardware Development
1975
Related Jobs

All Related Listed jobs

Order Picker - Bristol Filton
Selco Builders Warehouse Bristol, England 22620 GBP ANNUAL Today

Working as part of a team providing excellent customer service wherever there is interaction with one of our customers. What can I expect in return?

Part Time New Homes Sales Assistant
Deverell Smith Sevenoaks, England 11 - 13 GBP HOURLY Today

As a part time new homes sales consultant you'll be an experienced sales person, ideally from the world of property or high-end customer service.

Colleague - Inverness (FTC 10 months)
Hobbycraft Inverness, Scotland 10.53 - 10.96 GBP HOURLY Today

Demonstrate your product knowledge to customers and be confident in approaching customers that may require assistance if you are on the shop floor.

Lecturer - Art and Design
NCG Newcastle upon Tyne, England 27707 - 36585 GBP ANNUAL Today

The candidate must be qualified to honours degree level (Level 6) or qualified to the industry-recognised standard in a relevant field, hold a post-16 teaching

computer technician
Asurion Billerica, MA 49608 - USD HOURLY Today

At Asurion, we don’t just provide customers with exceptional service — we create an environment for our employees to thrive and grow...