AI/ML Engineer, Production RAG Systems

Provectus; Kraków; Hybrid; PLN 180,000 - 280,000; Full time

Benefits offered by this job

Remote-friendly culture

Claude/AWS training support

Medical insurance

Paid time off

Equipment provided

Job summary

Provectus is seeking a senior ML/AI engineer to join a distributed, senior pod. You will contribute to real delivery work, building RAG components and integrating AI features with backend services.

Expect collaboration across multilingual teams, with an emphasis on getting things done and expanding ownership over time. The role features a remote-friendly culture, opportunities to grow with Claude, AWS Bedrock, and other AI tools, and exposure to enterprise-grade deployments across LATAM, Europe,

Qualifications

• 2+ years of software or ML engineering experience.
• Solid Python and/or TypeScript knowledge.
• Hands-on with production ML systems or AI features.
• Experience with AWS services (Lambda, S3, ECS) or similar.

Responsibilities

• Build and contribute to RAG system components under senior guidance.
• Write tests and evaluation harnesses for new features.
• Develop production code across AI backend services and data pipelines.
• Assist integration of AI components into backend services and RESTful APIs.
• Support deployment to AWS with CI/CD and containerization.

Job description

Provectus is seeking a senior ML/AI engineer to join a distributed, senior pod. You will contribute to real delivery work, building RAG components and integrating AI features with backend services.

Expect collaboration across multilingual teams, with an emphasis on getting things done and expanding ownership over time. The role features a remote-friendly culture, opportunities to grow with Claude, AWS Bedrock, and other AI tools, and exposure to enterprise-grade deployments across LATAM, Europe,