Job Description: Architect – AWS ML Solution Hands-On
Role Details
 Experience: 10–14 years
 Primary Tech/Domain: AWS
 Must have robust platform engineering skills.
 Do not apply if you are not hands-on. (80% of the time will go into design and coding)
Overview & Expectations
Role Summary:
Design, build, lead, and deliver high-impact AI solutions. Own execution excellence with measurable business value,
technical depth, and governance.
Key Outcomes (06–12 months):
Ship production-grade solutions with clear ROI, reliability (SLOs), and security. Establish engineering standards, pipelines, and observability for repeatable delivery. Mentor talent; uplift team capability through reviews, playbooks, and hands-on guidance. Needs to build a successful AI platform that can be used to build AI applications across different domains Responsibilities:
Translate business problems into well-posed technical specifications and architectures. Lead design reviews, prototype quickly, and harden solutions for scale (1 M+ users / high QPS). Build automated pipelines (CI/CD)



and model/data governance across environments. Define & track KPIs: accuracy/latency/cost, adoption, and compliance readiness. Partner with Product, Security, Compliance, and Ops to land safe-by-default systems. Must have built an AI platform for AI applications across different domains. Technical Skills: (Most of the levels mentioned below, but must have agentic AI skills)
Platform: AWS Sage Maker,; Kubernetes + Docker for portable inference MLOps: MLflow registry, Kubeflow Pipelines, CI/CD (Git Hub Actions/Jenkins), canary/champion-challenger Monitoring: Sage Maker Model Monitor (data/quality drift), monitoring, Cloud Watch/Prometheus Serving: Tensor Flow Serving, Torch Serve, Fast API/GRPC, autoscaling, low-latency optimizations Feature stores & data: Feast, Databricks Feature Store; batch vs. streaming pipelines Should have a solid practical knowledge of Machine learning and statistics. Security: secret manag

📌 Aws architect ml solution (Madhya Pradesh)
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