Establish a Machine Learning platform facilitating AI-powered enterprise search applications leveraging large language models (LLMs) for Moveworks.
Requirements
- Proficiency in programming languages such as Python, Golang, C++.
- Knowledge of software engineering best practices and experience with deploying machine learning models in production environments.
- Proven technical expertise that has been recognized at Staff Engineer (comparable to Google/Meta L6) or above level.
- Experience with machine learning or software engineering.
- Experience in technical leadership or management roles.
- Experience managing high-performing teams, including mentoring and supporting Staff-level (I6) or higher engineers.
- Experience with delivering technically ambitious, production-grade projects.
Responsibilities
- Establish a ML platform facilitating AI-powered enterprise search applications leveraging large language models (LLMs).
- Guide a team in architecting the ranking systems.
- Develop a framework and provide tools to ensure system health.
- Solidify model training and evaluation workflows.
- Drive the technical vision and strategy.
- Guide the integration and application of large language models (LLMs) and retrieval-augmented generation (RAG) techniques.
- Oversee the research, development, and deployment of machine learning models and algorithms.
Other
- Recruit, hire, and mentor a high-performing team of machine learning engineers.
- Maintain a “system focus” mindset in your team.
- Foster a collaborative and inclusive team culture, promoting knowledge sharing and continuous learning.
- Set clear goals, provide regular feedback, and promote professional growth and development of team members.
- Develop and manage project plans, timelines, and budgets for machine learning initiatives.
