Role overview
We’re hiring a ML OPs Engineer
Join Galent and help us deliver high-impact technology solutions that shape the future of digital transformation
Role : ML OPs Engineer
Location : San Jose CA (Onsite)
We are looking for a skilled MLOps Engineer to join our team and help us build, deploy, and maintain robust and scalable machine learning systems. You will be responsible for the full lifecycle of our ML pipelines, from data ingestion to model serving. This is a hands-on role where you will design and implement automated workflows, ensure data quality, and manage model deployments in a production environment.
What you'll work on
Data and Feature Pipelines: Design, build, and manage automated data ingestion, transformation, and validation pipelines using services like Kubeflow Pipelines and Vertex AI Pipelines.
Feature Engineering: Implement and containerize feature engineering logic for diverse datasets, ensuring reusability and scalability.
Data Validation: Integrate and manage data validation processes, including leveraging advanced techniques like AI Agents and the Generative Language API to automatically detect and remediate data quality issues.
What we're looking for
Strong experience with Google Cloud Platform (GCP) services, specifically in the MLOps and ML domain (Vertex AI, Kubeflow, Cloud Storage, Artifact Registry).
Proven ability to design and implement end-to-end ML pipelines for data management, model training, and deployment.
Hands-on experience with containerization technologies like Docker.
Familiarity with CI/CD practices and pipeline automation.
Knowledge of ML frameworks like TensorFlow, and experience with experiment tracking and hyperparameter tuning.
Excellent problem-solving skills and a strong understanding of the ML lifecycle.
Experience with the Generative Language API (Gemini model) or other AI Agent integrations is a plus.
Skills
#Vertex AI #Kubeflow #Tensorflow
Galent is a digital engineering firm that brings AI-driven innovation to enterprise IT. We’re proud of our diverse and inclusive team culture where bold ideas drive transformation.
Ready to Apply?
Send your resume to
**ranjithkumar.b@galent.com