Researcher at Microsoft

, , Singapore -

Full Time

Start Date

Immediate

Expiry Date

19 Feb, 26

Salary

0.0

Posted On

21 Nov, 25

Experience

2 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Research, Collaboration, Data Analysis, Machine Learning, Statistical Tools, ETL Pipelines, Algorithm Development, Documentation, Innovation, Technology Transfer, Patent Filing, White Papers, Data Quality, Model Evaluation, Experimentation, Monitoring

Industry

Software Development

Description

Provides expertise to product or business groups and may create long-term business opportunities through research outcomes, but not responsible for addressing immediate product needs or demonstrating a clear path to product. Collaborates with product and business groups to provide expertise and technology, participates in technology transfer, files patents, authors white papers, and develops tools/services for internal use. May publish research. Bridges the gap between researchers and development teams, bringing new technology and approaches into production to solve immediate product needs. Gains expertise in specific research subareas and broad research fields, applies advanced concepts to product needs, and consults with engineers and product teams. Researches tools and methods to improve product quality, performance, or efficiency. Reviews and prepares data for analysis, ensuring quality and technical constraints are met. Develops usable datasets for modeling, adapts cleaned data for machine learning, and designs ETL pipelines. Collaborates to apply state-of-the-art algorithms to business problems and uses statistical tools to evaluate machine learning models. Supports the application and deployment of machine learning algorithms, seeks information to improve models, and helps create, apply, and verify models through iterations. Assists with experiments and sets up monitoring to track production models. Documents work in progress, experimentation results, and plans to ensure processes are captured, participates in creating informal documentation, shares findings to promote innovation, and follows ethics and privacy policies when executing research processes or collecting data. Master's Degree (or currently pursuing degree) in relevant field AND 1+ year(s) related research experience. Doctorate in relevant field. OR equivalent experience. Experience in publishing academic papers as a lead author or essential contributor. Experience in participating in a top conference in relevant research domain.

Responsibilities

The researcher provides expertise to product or business groups and collaborates to apply state-of-the-art algorithms to business problems. They also document work in progress and assist with experiments to track production models.