Control Risks
Technology
SeniorAIEngineer
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior AI Engineer at Control Risks. Skills: Knowledge graph, Agentic pipelines, LLM integration, Data engineering. Own knowledge graph data model. Evolve knowledge graph data model”
Industry & Context.
Root cause analysis; Troubleshooting; Data-driven decision making
What They're Looking For.
Must Have
3+ years AI/ML engineering, 1+ year knowledge graphs, Hands-on Neo4j experience, Familiarity with LLM APIs, Understanding LLM trade-offs, Experience building agentic pipelines, Python proficiency, Experience with RAG architectures, Ability to read research papers, English communication skills
Nice to Have
Graphiti experience, Entity resolution experience, NER pipelines experience, Topic modelling experience, Information extraction experience, Third-party risk knowledge, Sanctions screening knowledge, KYC/AML domain knowledge, Databricks experience, Delta Lake experience, GCP exposure, Vertex AI experience, Cloud Run experience, Pub/Sub experience, Cloud Storage experience, Evaluation frameworks experience, RegTech experience, FinTech experience, Compliance-adjacent experience
What You'll Do.
Own knowledge graph data model
Evolve knowledge graph data model
Implement entity extraction pipelines
Extend entity extraction pipelines
Use Graphiti as memory layer
Manage episode ingestion
Manage entity resolution
Design graph schema standards
Enforce graph schema standards
Build evaluation frameworks
Design agentic workflows
Implement agentic workflows
Orchestrate LLM calls
Integrate AI web search
Implement graph interrogation layer
Manage LLM API integrations
Build data ingestion pipelines
Maintain data ingestion pipelines
Implement entity disambiguation
Develop topic modelling pipelines
Integrate with .NET backend
Stay current with literature
Evaluate new frameworks
Evaluate new techniques
Contribute to architectural decisions
Maintain Claude Code context
Write technical documentation
How You'll Work.
Team & Collaboration
Work with AI team; Work with CTO; AI-augmented development
Communication Scope
English communication; Technical documentation
Full Job Description
As Senior AI Engineer you will own the AI and data layer of the platform. You will design and implement the knowledge graph architecture, build agentic pipelines that enrich entity data through AI web research, and develop the graph interrogation layer that translates natural language compliance questions into structured graph queries. You will work closely with the CTO and a small AI team including a data engineer and a junior AI engineer. You will have significant technical autonomy and direct influence over how the product evolves. **Please submit yoru CV in English.** **Requirements** ### What You’ll Work On **Knowledge graph architecture and implementation** • Own and evolve the platform’s knowledge graph data model — entities (Company, Person, Community, Episodic), relationships, and temporal attributes • Implement and extend custom entity and relationship extraction pipelines using LMs, with structured output validation and confidence scoring • Use Graphiti (Zep AI’s temporal knowledge graph framework) as the memory layer, managing episode ingestion, entity resolution, and graph updates • Design and enforce graph schema standards, ensuring consistency across data sources and ingestion pipelines • Build evaluation frameworks to measure extraction quality, entity disambiguation accuracy, and graph coverage **Agentic AI pipelines** • Design and implement multi-step agentic workflows that orchestrate LLM calls, web search, database lookups, and graph writes • Integrate AI web search (Tavily, Perplexity, or similar) as a tool within agentic pipelines for real-time entity enrichment • Build retrieval-augmented generation (RAG) pipelines over the knowledge graph, translating compliance queries into Cypher and natural language answers • Implement the graph interrogation layer — a conversational interface for compliance analysts to query the knowledge graph without writing Cypher • Manage LLM API integrations (Anthropic Claude, Gemini) including prompt engineering, st
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