Forward‑Deployed AI Engineer

1 tydzień temu

Gdańsk pomorskie, Trójmiasto, Polska Develocraft sp. z o.o. Pełny etat
Forward‑Deployed AI Engineer (LLM/ML) Miejsce pracy: GdańskTechnologies we useExpected
  • Python
  • SQL
  • FastAPI
About the project

Take ownership of deploying, integrating, and maintaining company products in client environments.

Use technology to solve business-critical problems.

Focus on improving risk detection, fewer false positives, faster decisions, better explanations, and lower cost per case.

Your responsibilities
  • Engaging directly with users - observing their workflows, understanding current processes, constraints, and desired improvements.
  • Defining measurable hypotheses and KPIs such as precision/recall, false-positive reduction, turnaround time, coverage, and cost efficiency.
  • Designing decision pipelines combining LLMs, retrieval systems/RAG, classic ML components, and lightweight rules - all with auditability and explainability in mind.
  • Prototyping fast - from notebooks to small APIs/services - and validating results on real datasets.
  • Preparing evaluation datasets and scoring rubrics including offline tests, side-by-side comparisons, sanity checks, and guardrails.
  • Presenting outcomes to business leaders and proposing rollout strategies (pilot → production-lite → full deployment).
  • Driving internal innovation, sharing findings, mentoring peers, and promoting effective AI practices across the company.
Our requirements
  • Proven delivery track record 2–3 concrete cases where your AI/ML work significantly improved key metrics in any domain.
  • Strong analytical and communication skills - ability to clarify ambiguous problems and explain risk/impact to non-technical audiences.
  • Hands-on experience with LLMs and ML - RAG pipelines, prompt design, tool-calling, ranking/classification/dedup tasks, and sound evaluation techniques.
  • Practical Python and SQL skills sufficient to build maintainable prototypes.
  • Fluency in English and Polish for user interviews and concise documentation.
Optional
  • Background in risk, fraud, investigations, audit, or trust & safety settings.
  • Understanding of graphs/ER, entity matching, link analysis, or behavioral pattern discovery.
  • Comfort with light engineering (FastAPI, Docker). No requirement for Kubernetes/Terraform/CI-CD.
This is how we organize our workThis is how we work
  • in house
  • you have influence on the product
  • agile
Team members
  • backend developer
  • data scientist
  • project manager
This is how we work on a project
  • documentation
Development opportunities we offer
  • mentoring
  • space for experimenting
  • substantive support from technological leaders
What we offer
  • Fully remote work
  • Influence over decisions
Develocraft sp. z o.o.

A small, experienced team operating in short feedback loops.

Weekly objectives, rapid iterations, and a build-test-learn culture.

User proximity is central to our process.

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