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Shen
Agentic Systems EngineerShen • wrocław, Polska
Agentic Systems Engineer

Agentic Systems Engineer

Shen • wrocław, Polska
Ponad 30 dni temu
Opis pracy

  • Design and deploy agents that continuously scan scientific literature and patent databases, summarising and prioritising findings.
  • Build pipelines to ingest and vector-index knowledge from Slack, Confluence/JIRA, notes and emails; implement retrieval-augmented generation.
  • Integrate agents with GitHub to review pull requests, suggest fixes, analyse Sentry logs and propose solutions.
  • Develop sandboxed execution environments for agents to prototype and optimise algorithms (e.g. optical flow for rBCG, DSP filters, hyper-parameter sweeps).
  • Orchestrate automated experiments: ablation studies, HPO, sweeps with reproducible metrics and traceability.
  • Implement guardrails, automated testing and evaluation harnesses for LLM-based agents; ensure privacy-by-design and secure access to data.
  • Generate weekly executive summaries of literature, experimental outcomes and engineering insights for both technical and leadership teams.
  • Analyze biosignal data to identify meaningful patterns and trends.

Requirements

  • MSc / PhD in Computer Science, AI, Mathematics, or related field.
  • 4+ years of experience in software engineering or ML, including production use of LLM frameworks (LangChain, LangGraph, CrewAI or similar).
  • Strong proficiency in Python and related libraries; ability to develop complex, testable workflows.
  • Hands-on experience with GCP (Cloud Storage, Vertex AI, Cloud Run/K8s), GitHub, CI/CD, Docker/Kubernetes.
  • Knowledge of RAG, vector databases (Pinecone, Weaviate, pgvector) and ingestion pipelines for unstructured data.
  • Ability to build evaluation pipelines, design metrics, and manage cost/latency trade-offs in LLM systems.

Nice to have:

  • Experience in DSP/computer vision, especially PPG/BCG and biomedical signal processing.
  • Integrations with Slack, Confluence/JIRA, Sentry, GitHub Apps.
  • Knowledge of C++/CUDA optimisation for efficient computer vision and DSP algorithms.

We Offer:

  • Opportunity to co-create meaningful technology and products that improve people’s lives.
  • Culture of ownership, openness and trust, working in a small dream team.
  • The most effective and proven cooperation methodologies and tools.
  • Freedom and flexibility working remotely or on-site in Wrocław, Poland, or in Tallinn, Estonia.
  • Work equipment and tools of your choice.

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Agentic Systems Engineer • wrocław, Polska

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