Haystack
← Back to Jobs
Engineering
AD

AIDDLC Engineer

ADDSOURCENew York, NY🇺🇸United StatesPosted Oct 6, 2026

Quick Overview

Seniority
Mid Senior
Work mode
Hybrid
Location
New York, NY, United States
Posted
2 days ago

Job Description

Role: AIDDLC Engineer (Senior)
Location: US (remote)
Duration: 12 Months +
Key Responsibilities
  • Lead customers through the full AIDDLC - Assess, Design, Develop, Deploy & Operate - as both methodology practitioner and technical builder
  • Drive architecture decisions and framework execution across all phases; own supporting tooling and automation delivery
  • Run AI readiness workshops, use case prioritization, and maturity assessments with business and technical stakeholders
  • Own engagements end-to-end with minimal oversight; mentor teams and uplevel customers on AIDDLC practices
Must Have
  • 5-7+ years building production-grade ML or GenAI systems; advanced Python
  • Fluency across all AIDDLC phases: Assess (readiness, use-case ID) Design (architecture, model/data strategy) Develop (build, integrate, evaluate) Deploy & Operate (launch, monitor, optimize)
  • Ability to facilitate structured AI workshops and translate phase outputs into customer-facing deliverables and roadmaps
  • Agentic framework experience (Strands, LangGraph, CrewAI or similar); prompt and context engineering
  • AWS Bedrock (Models, Guardrails); Lambda, API Gateway, S3, IAM, IaC (Terraform or CloudFormation)
Should Have
  • Bedrock AgentCore Services (Runtime, Evaluations, Observability, Memory)
  • Agent evaluation experience (offline regression, online monitoring, LLM-as-judge)
  • Observability tooling (logging, metrics, tracing); CI/CD pipeline setup
  • API Security (OAuth2, ApiKey, BasicAuth)
  • Enterprise change management and AI adoption frameworks
  • Legacy technology familiarity (Java/Spring, Sybase, DB2, or COBOL) as source context for agentic modernization or integration pattern design
  • Financial services or regulated-industry experience (compliance-aware delivery: trade surveillance, data controls, audit requirements)
  • Large-scale portfolio delivery experience - reusable patterns or components applied across 50+ applications, including wave planning and throughput measuremen

Similar jobs