What You’ll Do:
Client Engagement and Offering Development.Build PoCs/MVPs into hardened services (FastAPI/ASP.NET/Node) on AKS/EKS/GKE or Functions/Lambda/Cloud Run.Implement multi‑agent workflows (task routing, planning, HITL), tool adapters (ServiceNow, SAP, Salesforce, Elastic/Splunk, Datadog/Dynatrace), and memory.Implement RAG pipelines: ingestion, chunking/windowing, embeddings, hybrid/semantic search, rerankers; integrate vector DBs.Instrument telemetry (traces, tokens, cost, latency), define SLIs/SLOs, and create dashboards & alerts.Build reusable agent components (planners, tool registries, evaluators), SDKs/CLI, and CI/CD templates (GitHub Actions/Azure DevOps).Create evaluation suites (Prompt flow, Langfuse, MLflow/W&B) and guardrail pipelines (toxicity, PII, hallucination checks).Author runbooks, deployment guides, and developer docs.Required Qualifications:
Strong Python (preferred) and one of TypeScript/Node or C#/.NET.Practical experience with Azure AI Foundry/Azure OpenAI and one of AWS Bedrock/SageMaker or Google Vertex AI; familiarity with Dataiku.Frameworks: Semantic Kernel, LangChain, AutoGen, CrewAI, LangGraph, Prompt flow.Vector/RAG: Pinecone, Milvus, Weaviate, pgvector, Cosmos DB Vector, or Elastic; retrieval quality tuning & evals.Infra: Containers/K8s (AKS/EKS/GKE), Functions/Lambda/Cloud Run, Terraform/Bicep, GitHub Actions/Azure DevOps.Security: OAuth2/OIDC (Entra ID/IAM), secrets (Key Vault/KMS/Secrets Manager), private networking & data minimization.Nice to Have:
Databricks (Delta, MLflow) or Microsoft Fabric (Lakehouse) experience or Snowflake.Observability stacks (OpenTelemetry, Datadog, Dynatrace, Splunk) and correlation of LLM traces with infra metrics.Cloud Tracks – Familiarity with One or More:
Azure Track: Azure AI Foundry, Azure OpenAI, Prompt flow, Semantic Kernel, AKS/Functions, Entra ID/Key VaultAWS Track: Bedrock, SageMaker, Guardrails, Kendra, EKS/Lambda, IAM/Secrets ManagerGCP Track: Vertex AI, Generative AI Studio, GKE/Cloud Run, BigQuery, Secret ManagerMust be legally authorized to work in the United States without requiring sponsorship now or in the future
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