Forward‑Deployed AI Engineer (LLM/ML)Develocraft sp. z o.o. • Gdańsk, Pomeranian, Poland
Forward‑Deployed AI Engineer (LLM / ML)
Develocraft sp. z o.o. • Gdańsk, Pomeranian, Poland
3 days ago
Job descriptionTake 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. 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. 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. Fully remote work Influence over decisions
technologies-expected :
- Python
- SQL
- FastAPI
about-project :
responsibilities :
requirements-expected :
offered :
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Ai Engineer • Gdańsk, Pomeranian, Poland
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