Senior Production AI & ML Engineer (Remote)

Asteri AI, Inc.; Poland; Remote; PLN 180,000 - 320,000; Full time

Job summary

Asteri AI, Inc. is seeking an AI & ML Engineer to join our engineering team. This role sits at the intersection of applied AI and production software, building reliable, enterprise-ready AI systems.

You will work with software engineers and platform teams to design, deploy, and operate AI-powered capabilities that power our core product. This is not research-only; success is measured by production impact, reliability, and customer value.

Qualifications

• 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 spanning 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.
• Ability to reason about and communicate complex technical concepts clearly.
• Comfortable working independently while collaborating closely with a senior engineering team.

Responsibilities

• Design, build, and operate production-grade AI/ML systems that power Asteri’s orchestration platform.
• Collaborate closely with backend, platform, and frontend engineers to integrate AI capabilities into scalable, reliable product workflows.
• Deploy and iterate on LLM-based applications in production, continuously evaluating quality, latency, and cost.
• Own retrieval and agentic systems (e.g., RAG pipelines, workflow agents, policy-driven logic) end-to-end.
• Define and run rigorous evaluation and testing for AI systems, including offline experiments and production monitoring.
• Improve model performance and system behavior over time through experimentation, tuning, and system-level optimizations.
• Implement strong engineering practices for AI development, including testing, CI/CD, versioning, and rollback strategies.
• Stay current with advances in applied AI and generative models and translate relevant techniques into practical product improvements.
• Partner with cross-functional teams to understand product requirements and translate them into robust AI solutions.

Skills

Python

Software engineering

AI/ML fundamentals

Cloud deployment

System design

Communication of tech concepts

Independent work

Team collaboration

Education

Bachelor's degree in CS/Engineering/Math

Tools

LangChain

LlamaIndex

Hugging Face

MLflow

Weights & Biases

DVC

Job description

Asteri AI, Inc. is seeking an AI & ML Engineer to join our engineering team. This role sits at the intersection of applied AI and production software, building reliable, enterprise-ready AI systems.

You will work with software engineers and platform teams to design, deploy, and operate AI-powered capabilities that power our core product. This is not research-only; success is measured by production impact, reliability, and customer value.