Machine Learning Engineer, Search Quality

Glean
Mountain View, CA, USA2022-04-08

About the job

Glean is looking for engineers to help build the world’s best search and assistant product for work. Our engineers work on a range of systems across the stack, including query understanding, document understanding, domain-adapted language models, natural language question-answering, evaluation, and experimentation. We interact regularly with customers, deeply understand their pain points, and use whatever tool is necessary, simple or complex, to solve their problems.

Responsibilities

Invent new signals to improve the personalization of our search engine

Train a model to capture interactions between signals in our ranking system

Design smarter ways to domain-adapt language models to each customer’s corpus

Discover new ways of combining LLMs with search engines to answer complex questions

Write robust code that’s easy to read, maintain, and test

Mentor more junior engineers, or learn from battle-tested ones

Qualifications

Minimum

2+ years of experience

BA/BS in computer science, math, sciences, or a related degree

Experience working with search, recommendation, natural language processing, or other large systems involving machine learning

Strong analytical skills and ability to work with data

Proven ability to design, build, and ship production-ready models

Proficiency in your ML framework of choice

Strong coding skills (Python, Go, Java, C++, ...)

Preferred

Thrive in a customer-focused, tight-knit and cross-functional environment - being a team player and willing to take on whatever is most impactful for the company is a must

A proactive and positive attitude to lead, learn, troubleshoot and take ownership of both small tasks and large features