AI & ML Engineer
Core
Design, build, and operate production-grade AI/ML systems that power Asteri's orchestration platform for large enterprises.
Role type
Senior IC AI & ML Engineer (production systems)
Builds
AI-powered capabilities, LLM-based applications, retrieval and agentic systems (RAG pipelines, workflow agents)
Domain
Enterprise AI / Work Intelligence / Orchestration
Deliverable
production ML models
Required skills
Python, production software engineering, ML fundamentals, model evaluation, system-level tradeoffs, cloud-based ML deployment, systems design, testing, performance optimization
Preferred skills
LLM frameworks (LangChain, LlamaIndex, Hugging Face), RAG optimization, ML lifecycle tools (MLflow, Weights & Biases, DVC), distributed systems, enterprise/regulated environments
Technologies
Python, LLM frameworks, RAG pipelines, MLflow, Weights & Biases, DVC
Responsibilities
Design and deploy LLM-based applications; own retrieval and agentic systems end-to-end; run rigorous evaluation and testing; improve model performance via experimentation and tuning; implement engineering practices (CI/CD, versioning, rollback); collaborate with backend, platform, and frontend teams
Seniority
Senior, hands-on IC
