AI & ML Engineer

About the Company

Asteri is an AI-native Work Intelligence and Orchestration Platform that gives large enterprises the intelligence to understand how work is performed today and how it should be performed in the era of AI, eliminating inefficiencies and identifying high-impact opportunities for AI augmentation.

Responsibilities

• Design, build, and operate production-grade AI/ML systems that power Asteri’s orchestration platform
• Collaborate with backend, platform, and frontend engineers to integrate AI capabilities into scalable product workflows
• Deploy and iterate on LLM-based applications in production, evaluating quality, latency, and cost
• Own retrieval and agentic systems including RAG pipelines and workflow agents end-to-end
• Define and run rigorous evaluation and testing for AI systems, including offline experiments and production monitoring
• Implement strong engineering practices for AI development, including testing, CI/CD, and versioning

Requirements

• Bachelor’s degree in Computer Science, Engineering, Mathematics, or equivalent practical experience
• Strong proficiency in Python and experience building production software
• 5+ years of professional experience in software engineering and applied AI/ML development
• Experience deploying and operating ML or LLM-based systems in production environments
• Solid understanding of machine learning fundamentals, model evaluation, and system-level tradeoffs
• Experience with cloud-based deployment of ML systems
• Strong software engineering skills including systems design, testing, and performance optimization

Preferred Qualifications

• Experience building applications with LLM frameworks such as LangChain, LlamaIndex, or Hugging Face
• Deep experience with retrieval-augmented generation (RAG) systems and optimization techniques
• Familiarity with ML lifecycle and experimentation tools like MLflow, Weights & Biases, or DVC
• Experience building distributed or data-intensive systems
• Exposure to enterprise or regulated environments