AI Factory

2 weeks ago

Bengaluru, India Antal International Full time

Role Overview:This role will lead the design and implementation of an AI Factory platform to streamline development, deployment, monitoring and reuse of AI/ML & GenAI assets. The architect will define scalable MLOps + GenOps practices, build reusable components, standardize pipelines, and support cross-industry AI solutioning for pre-sales, PoCs, accelerators and delivery. Key Responsibilities: Architect and build an AI Factory repository of reusable models, prompts, agents, APIs and accelerators Define and implement MLOps workflows (model development, deployment, CI/CD, governance) Design GenOps pipelines (prompt engineering, LLM orchestration, evaluation, optimization) Create blueprints/templates for standardized AI solution delivery across cloud platforms Build accelerators for common use cases (chatbots, doc intelligence, summarization) Support pre-sales, demos, RFP/RFI responses and technical strategy Work with data engineering, DevOps, cloud and security teams Required Skills: Deep experience in MLOps tools: MLflow / Kubeflow / SageMaker / Azure ML / Vertex Pipelines Knowledge of GenOps frameworks: LangChain, LlamaIndex, Semantic Kernel, TruLens, Ragas Strong Python, YAML/JSON and API integrations Experience with CI/CD pipelines (GitHub Actions, Jenkins, Azure DevOps), Docker, Kubernetes Knowledge of model registries, observability, drift detection, auto retraining Ability to build architecture docs & PPT decks Preferred Qualifications: Experience building an enterprise AI marketplace / model catalog Familiarity with LLMOps tools like W&B, PromptLayer, Arize AI Cloud certifications (AWS/Azure/GCP) Multi-cloud / hybrid AI deployment experience Soft Skills: Strong leadership & mentoring Excellent communication & storytelling Innovation mindset and fast execution capability Comfortable in fast-paced, cross-functional environment Benefits Check Your Resume for Match Upload your resume and our tool will compare it to the requirements for this job like recruiters do.

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