AI/ML Architect

14 hours ago

bangalore, India Vista Applied Solutions Group Inc Full time

Job Summary:Our client is building an AI Center of Excellence to standardize and scale AI/ML adoption across the enterprise. The Technical Capability Owner will define AI/ML architectures, tools, guardrails and persona-approved toolsets across AWS and Databricks to ship reliable ML and GenAI solutions. This role bridges AI, enterprise architecture, data science, security, and business teams - driving consistency, governance, and developer enablement. The successful candidate will shape the technical roadmap, establish reusable frameworks, guide platform adoption, and communicate effectively to audiences from engineering guilds to executives.Experience:8–12+ years in data/ML platform engineering, ML architecture, or similar rolesHands on experience architecting, building, and deploying GenAI and ML enterprise solutions3+ years designing at enterprise scale on AWS and DatabricksDeep experience defining reference architectures, golden paths, and reusable acceleratorsStrong MLOps knowledge: MLflow, CI/CD for ML, feature stores, model serving, observability, drift detectionGenAI proficiency: RAG patterns, vector search, prompt orchestration, evaluation, safety/guardrailsSecurity-by-design mindset (IAM/KMS, data classification, secrets management, compliance)Proven ability to organize and lead large technical communities (guilds, workshops, enablement programs)Exceptional communication skills across technical and executive audiencesNice to Have:AWS or Databricks certifications (Solutions Architect, ML Specialty, Lakehouse/ML)Experience with Kubernetes/EKS, Terraform, Unity Catalog, or Delta Live TablesBackground in manufacturing, industrial IoT, or edge environments

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