Senior Data Scientist with Graph

SKM Group
Krakow
Workplace: RemoteFull time4,300 - 10,000 monthlyFunction: Data Science & Machine LearningExperience: 3-6 yearsSkills: ["Problem-solving","Communication","Collaboration"]

Hands-on AI/Graph Engineer building production-ready systems at the intersection of graph data science, NLP/LLM, and ML. You’ll design end-to-end workflows for graph-centric AI, retrieval, and data engineering, integrating LLMs and advanced AI patterns to deliver client and internal solutions, with a production-first mindset and a focus on scalable, observable systems.

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FursaFursa
SKM Group
SKM Group
2 months ago

Senior Data Scientist with Graph

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Source: Company careers pageValidated by: Fursa AI
Last checked: 4 hours agoStatus: Live

Job Summary

Hands-on AI/Graph Engineer building production-ready systems at the intersection of graph data science, NLP/LLM, and ML. You’ll design end-to-end workflows for graph-centric AI, retrieval, and data engineering, integrating LLMs and advanced AI patterns to deliver client and internal solutions, with a production-first mindset and a focus on scalable, observable systems.
Location: Krakow
Workplace: Remote
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Implement agentic orchestration, retrieval pipelines, and graph-aware tools, including prompt templates and reasoning workflows.
  • •Build and optimize retrieval and search pipelines (lexical, vector, hybrid), incorporating embeddings, chunking, and ranking strategies.
  • •Integrate LLMs (Azure OpenAI, Bedrock, Anthropic) into application workflows and support fine-tuning for domain adaptation.
  • •Develop and maintain API endpoints, integrating with application surfaces and ensuring clean handoffs with UX/FE teams.
  • •Build instrumentation for latency, cost, error modes, and behavioral failures, partnering with AI Ops for deployment and monitoring

Pay and Benefits

Salary: 4,300 - 10,000 monthly
Perks:Remote WorkLearning BudgetMedical Care

Key Requirements

  • •3-6+ years of Python engineering experience with strong Machine Learning and Deep Learning foundations
  • •Expertise in Graph Data Science, knowledge graphs, and Graph Neural Networks (GCN/GAT)
  • •Proven experience building RAG, agentic workflows, or similar large language model patterns
  • •Solid understanding of APIs, microservices, and data-centric integrations
  • •Familiarity with cloud platforms (Azure, AWS, GCP) and CI/CD workflows
Experience:3-6 yearsAIGraph Data ScienceMLNLPLLMs
Skills:Problem-solvingCommunicationCollaboration
Tech Stack:PythonMachine LearningDeep LearningGraph Data ScienceLLMsRAGAzureAWSGCPFAISSMilvusElasticsearchOpenSearchPineconeRaySparkDaskGitCI/CDAPIs

Company Brief

SKM Group
SKM Group delivers integrated construction, engineering, and project management services, specializing in MEP, civil works, and interior fit-outs for commercial, residential, and industrial developments across regional markets.
Industry: Construction
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