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Senior AI Engineer
AI Technology PartnersSenior AI Engineer designing agentic systems to unlock enterprise value with generative AI solutions. Leading architecture, integration, and client collaboration with a focus on security and compliance.
Tech Stack
Tools & technologiesAWSAzureCloudGoogle Cloud PlatformMongoDBPythonServiceNowSQLTypeScriptVault
About the role
Key responsibilities & impact- Design multi-agent architectures with robust state management, memory, and routing.
- Choose and implement leading frameworks such as LangGraph/LangChain Agents, Microsoft AutoGen, CrewAI, LlamaIndex Agents, Semantic Kernel, or Haystack Agents—and justify trade-offs.
- Build modular components (planners, tool registries, policy guards, evaluators) that are reusable across clients and domains.
- Integrate enterprise tools and data sources via function/tool calling, webhooks, and event-driven flows (Queues/Service Bus/Functions).
- Implement retrieval-augmented generation (RAG) patterns with vector stores (Azure AI Search, pgvector, MongoDB Atlas, Pinecone, Weaviate, Milvus) and structured knowledge (SQL/Graph).
- Add deterministic fallbacks, circuit breakers, and caching to keep latency and cost predictable.
- Define SLIs/SLOs for agent runs; implement tracing, metrics, and logging (e.g., Langfuse + OpenTelemetry) and build dashboards for run-level analytics.
- Create evaluation harnesses (automatic + human-in-the-loop) using tools such as Ragas, DeepEval, promptfoo to measure groundedness, task success, safety, and cost.
- Productionize with CI/CD, environment promotion, feature flags, and canary strategies; optimize cost-per-task and time-to-success.
- Enforce content and safety policies (redaction, classification, guardrails) with policy-as-code; implement role/tenant isolation and data minimization.
- Collaborate with security teams to align to ISO 27001/SOC 2/NIST/HIPAA/GDPR contexts; deliver audit-ready evidence for agentic workflows.
- Build privacy-first patterns (no data exfiltration by default, least-privilege tool access, secure prompt/trace storage).
- Work directly with enterprise client teams to translate business processes into agentic designs; present trade-offs and proofs-of-value that lead to production.
Requirements
What you’ll need- 5–8+ years in software/platform engineering with recent production LLM applications (not just prototypes).
- Hands-on expertise with agentic frameworks (one or more of: LangGraph/LangChain Agents, AutoGen, CrewAI, LlamaIndex Agents, Semantic Kernel, Haystack Agents) and tool/function-calling patterns.
- Strong RAG engineering across vector DBs, chunking/embedding strategies, metadata/search ranking, and grounding techniques.
- Proven track record building observable, cost-aware, and secure LLM systems (tracing, evals, guardrails, secrets/IAM, PII handling).
- Solid software engineering fundamentals: Python/TypeScript, async patterns, APIs, testing, CI/CD, containerization.
- Clear communicator who can interface with clients and write crisp technical docs.
- Nice to have Azure-first experience (Azure OpenAI, Azure AI Studio, Azure Functions/Container Apps/AKS, Private Link/VNet, Key Vault, Entra ID).
- Cross-cloud exposure (AWS/GCP) and hybrid integrations; experience with enterprise connectors (SharePoint/OneDrive, ServiceNow, Salesforce).
- Experience with structured output, constrained decoding, JSON Schemas, and program-of-thought planning.
Benefits
Comp & perks- Competitive and flexible compensation package aligned to experience, scope, and engagement model.
- Performance incentives
- Equity participation
- Learning & sharing culture with deep dives, brown bags, and support for certifications/publication.
- Inclusive, flexible workplace.
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
multi-agent architecturesstate managementLangGraphLangChain AgentsMicrosoft AutoGenCrewAILlamaIndex AgentsSemantic KernelHaystack Agentsretrieval-augmented generation
Soft Skills
clear communicatorclient interfacingtechnical documentation
Certifications
ISO 27001SOC 2NISTHIPAAGDPR