Forward Deployed AI Engineer
Tasks
- Build RAG and retrieval pipelines
- Create eval datasets and automated grading
- Design and build production agentic AI systems
- Embed with client teams
- Ensure security and compliance handover
- Implement CI/CD and Infrastructure as Code
- Implement tool and function calling
- Ingest and engineer unstructured data
- Optimize cost and latency for LLM workflows
- Orchestrate multi-agent workflows
- Set up observability tracing and monitoring
- Track retrieval groundedness and faithfulness
- Transfer knowledge with documentation
Perks/Benefits
- Career growth opportunities
- Client embedded role
- Future project consideration
- Knowledge handover documentation
Skills/Tech-stack
AWS | Agent Orchestration | Agent SDK | Amazon Bedrock | Anthropic Agent SDK | Atlas Search | Atlas Vector Search | Azure | CI/CD | Citation Provenance | Cloud platform | Code review | Containers | Context window | Context window management | Data Ingestion | Data Ingestion Pipelines | Data Residency | Document processing | Embeddings | Evaluation Harness | Function Calling | GDPR | Git | Google Cloud | Google Cloud Platform | Guardrails | HIPAA | Human-in-the-loop | Hybrid search | IAM | Infrastructure as Code | Ingestion pipelines | LLM-as-judge | Langgraph | Llamaindex | MCP | MongoDB | MongoDB Atlas | MongoDB Atlas Search | MongoDB Atlas Vector Search | Multi-Agent | Multi-agent orchestration | Natural Language | Natural Language to Query | Node.js | Object storage | Observability | PII handling | Planner router patterns | Prompt engineering | Python | Re-ranking | React | Red Teaming | Regression testing | Retries | Retrieval-Augmented Generation | SOC 2 | SQL | Secrets management | Security Compliance | Semantic Search | Serverless | State checkpointing | Streaming | Structured Output | Terraform | Testing | The Loop | Token Management | Tool-Calling | Tracing | TypeScript | Vector Search | Window management | “as-code”
Education
N/A
Roles
AI | AI Engineer | Deployed AI Engineer | Engineer | Forward Deployed AI Engineer
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