Thinkahead Consultant Psychologist Pty Ltd
We get to the heart of the matter.....real people......real solutions
AI Applications Architect, AI Services
Artificial IntelligenceArtificial IntelligenceFull TimeRemoteSeniorTeam 1-10H1B No SponsorCompany SiteLinkedIn
Location
United States
Posted
104 days ago
Salary
$250K - $325K / year
Seniority
Senior
Bachelor Degree6 yrs expEnglishAWSAzureCloudDockerElasticSearchKubernetesPythonRayTerraformVault
Job Description
• Design and own cloud-native architectures (AWS/Azure) for agentic AI workloads using Kubernetes/EKS, Terraform, Docker, serverless APIs, AWS Batch, and async orchestration frameworks (Celery, Step Functions, EventBridge, StoneBranch).
• Define agentic system patterns using LangChain, LangGraph, Autogen, LlamaIndex, Pinecone, and other multi-agent frameworks; ensure consistency of prompt/tool design, memory/state handling, and workflow orchestration.
• Architect vector database, RAG, embeddings pipelines, and model-serving endpoints (LLM/SLM) with strong emphasis on scalability and latency management.
• Establish platform-wide standards for API gateway patterns, identity and auth (OAuth2, Cognito, Vault), secrets management, event contracts/schemas, and data governance.
• Ensure holistic observability across multi-agent systems: tracing, metrics, logging, SLO/SLA definitions, synthetic checks, and incident response playbooks.
• Lead architecture reviews, threat modeling, and performance benchmarking for agentic workloads.
• Guide engineering teams through architectural decisions, distributed design principles, and production-readiness standards.
• Mentor engineers in Kubernetes/EKS, async programming, multi-agent orchestration, cloud-native development, and responsible AI practices.
• Provide input on hiring, onboarding, and talent development to grow AHEAD’s agentic engineering bench.
• Partner with Delivery Leads to ensure architecture is executable, scalable, and aligned with timelines.
• Champion automation, IaC, CI/CD, model deployment workflows, runbooks, and platform governance.
• Lead sprint-level architectural alignment, backlog refinement, retrospectives, and post-incident reviews.
• Work with Product Owners and client stakeholders to shape roadmaps, define technical scope, and convert ambiguous problem statements into actionable designs.
• Communicate architectural decisions clearly to both technical and business audiences, balancing constraints, risks, and tradeoffs.
• Embed platform security, compliance, cost optimization, and data integrity into all architectural decisions.
Job Requirements
- 6+ years designing and delivering cloud-native, event-driven, or distributed architectures at scale (AWS/Azure).
- Deep hands-on experience with:
- Kubernetes/EKS, Docker, Terraform, and cloud infrastructure patterns
- Python, FastAPI, async frameworks, serverless APIs
- Vector DBs (Pinecone, Elasticsearch, pgvector) and RAG/LLM integration workflows
- Agentic AI frameworks (LangChain, LangGraph, Autogen, CrewAI, LlamaIndex)
- Strong knowledge of security, identity, devsecops pipelines, and secrets management in cloud environments.
- Proven leadership experience guiding engineering teams, performing code/design reviews, and enforcing architectural best practices.
- Excellent communication, stakeholder alignment, and documentation skills.
- Experience operating LLMs/SLMs in production (NIMs, Bedrock, OpenAI, Azure OpenAI).
- Experience with GPU clusters, inference optimization, or model-serving architectures (Ray, Triton, KServe).
- Consulting or client-facing architecture experience.
Benefits
- Medical, Dental, and Vision Insurance
- 401(k)
- Paid company holidays
- Paid time off
- Paid parental and caregiver leave
- Plus more! See benefits https://www.aheadbenefits.com/ for additional details.
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