18 часов назад
Machine Learning Engineer II (AI)
140 000 - 180 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer II (AI/RAG): Building and scaling production-grade retrieval-augmented generation systems for enterprise search, question answering, research, and report generation with an accent on retrieval models, LLM orchestration, and large-scale unstructured data processing. Focus on designing vector search and GraphRAG systems, optimizing embedding and indexing strategies, and deploying full-lifecycle ML pipelines.
Location: New York, New York, United States; additional office in Cambridge, Massachusetts
Salary: $140,000–$180,000 annually, plus annual incentive bonus and equity plans
Company
is S&P Global’s AI innovation hub, developing machine learning, natural language processing, data discovery, and financial generative AI solutions.
What you will do
- Design and implement end-to-end RAG pipelines using chunking algorithms, embedding models, vector databases, and retrieval agents.
- Build and optimize retrieval systems over large-scale proprietary datasets.
- Develop LLM-based solutions that coordinate retrieval, generation, and ranking for context-aware responses.
- Investigate vector search, chunking, indexing, retrieval evaluation, and GraphRAG challenges.
- Partner with Product, Design, and ML Operations teams to deliver ML-based user experiences and manage the ML systems lifecycle.
Requirements
- Bachelor’s degree or higher in Computer Science, Engineering, or a related field.
- 3+ years of hands-on industry experience with machine learning, NLP, information retrieval, large-scale text processing, and production systems.
- Strong Python programming skills and experience with PyTorch, Transformers, and HuggingFace.
- Experience with LLM orchestration libraries such as LangChain or LlamaIndex.
- Experience building ML pipelines for data processing, training, inference, maintenance, evaluation, versioning, and experimentation.
- Experience with vector databases such as PostgreSQL/PGVector, OpenSearch, or Pinecone, plus similarity search and vector indexing algorithms.
Nice to have
- Experience with Claude Code, Weights & Biases, LiteLLM, Airflow, Docker, Kubernetes, Jenkins, AWS, or GitHub Actions.
- Experience with agentic search, prompt engineering, data embedding, and AI agent evaluation.
Culture & Benefits
- Medical, dental, and vision insurance with 100% company-paid premiums.
- Unlimited paid time off and 26 weeks of fully paid parental leave.
- 401(k) plan with 6% employer matching.
- Up to $20,000 in tuition assistance and up to $4,000 annually for professional education.
- Mentoring, learning opportunities, conferences, catered lunches, and a dog-friendly Cambridge office.
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