Agentic-Workflow MLE (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Agentic-Workflow MLE (AI): Building and optimizing AI agents and pipelines for AI-native data preparation and analysis with an accent on LLM orchestration, RAG, and agentic workflows. Focus on automating multi-step processes, code generation, and autonomous data transformation at enterprise scale.
Location: Hybrid (San Francisco, CA), Must be based in the US
Salary: $250,000–$350,000
Company
is a leader in AI-native data preparation and analysis, enabling enterprises to turn data chaos into reliable insights through AI agents and visual interfaces.
What you will do
- Build and tune LLM agents using frameworks such as LangChain, LangGraph, and CrewAI.
- Implement semantic search, RAG, and integrate vector databases.
- Develop agentic use cases for workflow orchestration, autonomous code generation, and data analysis.
- Design and deploy microservices in a public cloud environment using Python and REST APIs.
- Optimize ML models to ensure low-latency and high-throughput production performance.
Requirements
- 6+ years of Software Engineering experience, with 2+ years specifically in AI/ML.
- Fluency in Python and experience with microservices in public cloud environments.
- Proven track record of taking AI/ML ideas from conceptualization to production.
- Hands-on experience with LLM tuning and prompt engineering.
- Experience with AWS, Kubernetes, and cloud-native architecture.
Nice to have
- Expertise in Knowledge Graphs, including ontology design and entity extraction (Neo4j, Neptune).
- Experience with big-data engines like Spark.
- Compiler development for SQL, Python, or Scala.
- Contributions to open-source AI/ML projects such as PyTorch or Hugging Face.
- Experience with vector databases like Pinecone or Weaviate.
Culture & Benefits
- Comprehensive health insurance with 99% of premiums covered for employees.
- $200 monthly stipend for remote work, wellness, gyms, and massages.
- Flexible PTO and professional development allowance.
- Company-sponsored LTD, Life Insurance, FSA, and HSA.
- Direct ownership of projects and the opportunity to shape an innovative AI platform.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →