Applied Scientist II at Microsoft

Bengaluru, karnataka, India -

Full Time

Start Date

Immediate

Expiry Date

23 Feb, 26

Salary

0.0

Posted On

25 Nov, 25

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Applied Science, Machine Learning, Statistics, Data Analysis, Model Evaluation, Language Models, Dataset Creation, Collaboration, Innovation, Fine-tuning, Predictive Analytics, Research, Engineering Pipeline, Heuristics, Experimentation, SOTA Models

Industry

Software Development

Description

- Driving projects from design through implementation, experimentation and finally shipping to our users. This requires deep dive into data to identify gaps, come up with heuristics and possible solutions, using LLMs to create the right model or evaluation prompts, and setup the engineering pipeline or infrastructure to run them. - Come up with evaluation techniques, datasets, criteria and metrics for model evaluations. These are often SOTA models or metrics / datasets. - Hands on own the fine-tuning, use of language models, including dataset creation, filtering, review, and continuous iteration. - This requires working in a diverse geographically distributed team environment where collaboration and innovation are valued. Bachelor's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 3+ years related experience (e.g., AI, ML, statistics, research) - OR Master's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 3+ year(s) related experience (e.g., AI, ML, statistics, predictive analytics, research) - OR Doctorate in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field - OR equivalent experience. Bachelor's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 3+ years related experience (e.g., AI, ML, statistics, predictive analytics, research) - OR Master's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 3+ years related experience (e.g., statistics, predictive analytics, research) - OR Doctorate in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 3+ year(s) related experience (e.g., statistics, predictive analytics, research) - OR equivalent experience. 1+ year(s) experience creating publications (e.g., patents, peer-reviewed academic papers).

Responsibilities

Drive projects from design through implementation and experimentation to shipping to users. Identify gaps in data and develop heuristics and solutions using language models.