Microsoft's Core Search and AI team (Bing) is looking to build the next generation of search using advanced AI technologies, especially large language models, at scale, to deliver high-quality search results and make the world smarter and more productive.
Requirements
- 3+ year of industry experiences applying Machine Learning techniques
- 4+ years of experience coding in Python, C++, C, C or Java
- Experience building and improving large scale Machine Learning system for search, ads, and recommendation, adopting LLM is a plus
- Experience researching background on Machine Learning, LLM and NLP
- Ability to identify and solve problems that the world has not solved before
Responsibilities
- Advance the state-of-the-art machine learning and NLP algorithms, especially apply LLM models to real-world large-scale search and grounding systems.
- Work on the full lifecycle of machine learning development including training data collection, feature engineering, model training, offline and online experimentation, and deployment and maintenance.
- Delivering high quality search results from a massive document corpus
- Query and document understanding
- Summarization to generate document snippets for representation and ranking
- AI search grounding
Other
- Bachelor's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 4+ years related experience
- Master's Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 3+ years related experience
- Doctorate in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field AND 1+ year(s) related experience
- Equivalent experience
- Ability to work in a team and collaborate with others
