MLOps Engineer
Openkyber
Hi Job Title: AI/ML Architect / MLOps Architect Location: San Francisco ,CA Employment Type: Contract Job Description We are seeking a skilled AI/ML Architect / MLOps Architect to design, build, deploy, and maintain scalable machine learning and AI systems. This is a hands-on role focused on the complete ML lifecycle, including data pipelines, model training, experimentation, deployment, monitoring, and integration of Agentic AI capabilities. Key Responsibilities
- Design and implement end-to-end ML/MLOps pipelines using Google Cloud Platform, Vertex AI, Kubeflow Pipelines, and Vertex AI Pipelines .
- Build automated data ingestion, transformation, validation, and feature engineering pipelines .
- Develop reusable and scalable feature engineering components using Python and containerization.
- Integrate AI Agents, Gemini/Generative Language API, and Agent Development Kit (ADK) to automate data-quality detection and remediation.
- Develop and maintain Continuous Training (CT) workflows using Vertex AI Pipelines and Cloud Scheduler.
- Implement experiment tracking for model parameters, metrics, and artifacts.
- Configure hyperparameter tuning using Vertex AI Training.
- Establish model versioning and centralized artifact management using Cloud Storage.
- Containerize ML models and dependencies using Docker and manage images through Artifact Registry .
- Design and maintain CI/CD pipelines for automated ML model deployment.
- Deploy and manage production models using Vertex AI Endpoints for real-time, low-latency inference.
- Develop and integrate Agentic AI solutions using ADK and Python.
- Collaborate with data scientists, ML engineers, software engineers, and business stakeholders to deliver production-ready AI/ML solutions.
Required Qualifications
- Strong hands-on experience with Google Cloud Platform and MLOps .
- Expertise in Vertex AI, Kubeflow, Vertex AI Pipelines, Cloud Storage, and Artifact Registry .
- Strong Python development experience.
- Hands-on experience building end-to-end ML pipelines .
- Experience with Agentic AI / AI Agents and Google ADK (Agent Development Kit) .
- Experience with Gemini / Generative Language API or similar LLM platforms.
- Strong experience with Docker and containerized ML workloads .
- Experience implementing CI/CD and automated deployment pipelines .
- Knowledge of TensorFlow or other major ML frameworks.
- Experience with model training, experiment tracking, hyperparameter tuning, model versioning, and model deployment .
- Strong understanding of the complete machine learning lifecycle and MLOps practices .
Best Regards OpenKyber Phone: +1 ) EXT - 218 11494 Luna Road, Ste 280 Farmers Branch, TX -75234 (A DFWMSDC, NCTRA Minority and Texas HUB certified Firm) Oracle Gold Partner & Intel Software We are an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, age, disability, genetic information, veteran status, or any other protected characteristic in accordance with applicable federal, state, and local laws.
For applications and inquiries, contact:View email address on us.fitly.work
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