Senior ML Engineer (MLOps)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior ML Engineer (MLOps) (Machine Learning/Generative AI): Building production tooling, platform services, and APIs for machine learning and generative AI products with an accent on training and inference infrastructure, model evaluation, and reliable deployment. Focus on designing ML/AI services, managing the AI/ML SDLC, and solving complex production engineering challenges across scalable systems.
Location: Remote within the United States.
Salary: $143,000–$197,000 annual base salary, with potential discretionary bonuses.
Company
provides evidence-based mental health care through an integrated, AI-powered healthcare platform.
What you will do
- Build tooling and services for production machine learning and generative AI solutions.
- Develop training and inference platform services, model evaluation metrics, and testing frameworks.
- Build APIs and services that expose machine learning and AI products.
- Deploy and manage applications supporting the AI/ML software development lifecycle.
- Write production code and lead cross-functional initiatives while mentoring other engineers.
Requirements
- 6+ years of experience deploying ML/AI solutions in production.
- Strong Python development skills and experience building RESTful APIs.
- Experience defining and using Protobuf messages.
- Experience with Docker, Kubernetes, relational databases, low-latency databases, and Celery.
- Strong communication, organizational, prioritization, and consensus-building skills.
- Ability to work remotely from the United States.
Nice to have
- Experience building retrieval-augmented generation solutions and maintaining vector databases.
- Production experience with Java or Kotlin.
- Experience with AWS and cloud infrastructure.
- Experience handling highly sensitive data in healthcare environments.
Culture & Benefits
- Cross-functional collaboration with physicians, therapists, data scientists, data analysts, and product managers.
- Comprehensive medical, dental, vision, FSA/HSA, life, and disability insurance coverage.
- Equity through discretionary restricted stock units and a 401(k) with up to 3% matching.
- Paid vacation, sick days, company holidays, and parental leave.
- Monthly technology allowance, coaching and therapy services, and well-being programs.
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