AI-First Data Engineer: Build Production AI Apps

ShipMonk; Wrocław; On-site; PLN 180,000 - 280,000; Full time

Job summary

ShipMonk is seeking an AI-first engineer to join our Data team. You will build end-to-end AI solutions, develop data pipelines and features on top of Snowflake, and deploy production-grade apps used by real teams across HR, Sales, Marketing and Operations.

You’ll work with Python and SQL, design scalable data models with dbt, and implement LLM-powered features with evaluation and monitoring. We value hands-on engineers who can explain trade-offs clearly and ship impact quickly.

Qualifications

• 3+ years of hands-on engineering in data, software or AI.
• Strong Python and SQL with production experience.
• Built at least one data pipeline and data model used by others.

Responsibilities

• Find AI opportunities in business teams and turn them into scoped projects
• Build and ship apps and automations with AI coding tools, and run them in production
• Build pipelines from business systems into Snowflake and model clean, tested data layers in dbt
• Build LLM features on that data: RAG, agents, assistants, with evals and monitoring
• Drive AI enablement: share tools and templates, run sessions, help colleagues work AI-first
• Experiment with new AI tools and keep what works

Skills

AI-first development

Data pipelines

Python

SQL

Snowflake

Airflow

Data modeling

Technical communication

Hands-on engineering

3+ years experience

Tools

Snowflake

Airflow

dbt

Pydantic AI

Langfuse

TypeScript

n8n

Job description

ShipMonk is seeking an AI-first engineer to join our Data team. You will build end-to-end AI solutions, develop data pipelines and features on top of Snowflake, and deploy production-grade apps used by real teams across HR, Sales, Marketing and Operations.

You’ll work with Python and SQL, design scalable data models with dbt, and implement LLM-powered features with evaluation and monitoring. We value hands-on engineers who can explain trade-offs clearly and ship impact quickly.