THIRD AI AUTOMATION-ML ARCHITECT | Scrabble
Job Description
THIRD AI AUTOMATION-ML ARCHITECT
ThirdAI builds industrial AI for advanced manufacturing—laser-focused on the semiconductor value chain. Our platform blends agentic causal reasoning, and document intelligence to deliver root-cause analysis and adaptive process control across tools, lines, and fabs.
What you’ll own:
-Lead and scale the software org (backend, platform, ML infra) across India & US
-Architect a secure, multi-tenant platform and on-prem tool-level deployments
-Stand up real MLOps at scale: data/model versioning, registries, CI/CD, canary/shadow, drift & performance monitoring
-Build reliable data pipelines for FDC/SPC streaming + ERP/PLM/BOM + unstructured PDFs/images
-Drive reliability (SLIs/SLOs), observability, security, and compliance (SOC2/ISO roadmap)
You’re a great fit if you have:
-10+ yrs in software engineering; 5+ yrs leading high-impact backend/platform teams
-Hands-on production MLOps experience (lifecycle, rollout strategies, monitoring)
-Depth with AWS + Kubernetes (secure, event-driven, multi-tenant systems)
-Strong data systems background (streaming + batch) and governance chops
-Crisp execution and communication across distributed teams
Our stack (highlights):
AWS (EKS, EC2, S3, RDS, MSK/Kinesis), Kubernetes, Terraform, Kafka, Spark, Airflow, PostgreSQL, MongoDB, Redis, OpenSearch, PyTorch, TorchServe, ONNX, SageMaker, vector DBs/RAG, Node.js/TypeScript, FastAPI, React/Next.js, GitHub Actions, ArgoCD, Prometheus/Grafana, OpenTelemetry, Vault, KMS, OPA, SSO/OIDC.
Location: Remote
