GCP MLOps Engineer
4 weeks ago
About the Role: We are seeking a hands-on Machine Learning Engineer who will build, deploy and operationalise ML solutions using GCP and Vertex AI. You will partner with data scientists, data engineers, product teams, and cloud infrastructure teams to deliver scalable, production-ready ML systems that drive business impact.Key Responsibilities:Design and build ML pipelines: data ingestion, feature engineering, model training, evaluation, deployment, monitoring.Use Vertex AI services such as CustomTraining, AutoML, Vertex AI Pipelines, Model Registry, Feature Store for end-to-end ML lifecycle. Leverage GCP services like BigQuery, Cloud Storage (GCS), Dataflow, Pub/Sub, Cloud Functions, etc., to support ML workflows. Deploy trained models as endpoints (online/batch inference) and set up monitoring for model drift, performance metrics, version control. Apply best-practices in MLOps: CI/CD for ML, containerisation (Docker), orchestration (Kubernetes/GKE or equivalent), infrastructure as code (Terraform/Deployment Manager). Work with cross-functional teams to translate business requirements into ML solutions, document architectures and decisions, ensure security/governance/compliance.Required Skills & Experience:5-10 years (or depending on seniority) of experience in ML engineering / software + ML production systems.Hands-on experience with GCP services and especially Vertex AI (training, pipelines, deployment, monitoring).Strong programming ability in Python; experience with ML frameworks (TensorFlow, PyTorch, scikit-learn).Experience in building data pipelines, feature engineering, working with large scale data.Familiarity with model deployment/service architecture (online vs batch), containerisation, orchestration.Good understanding of ML lifecycle, versioning, model governance, monitoring and operational issues.Comfortable collaborating in agile teams and working with product/engineering stakeholders.Nice to Have:GCP certification such as Google Cloud Professional Machine Learning Engineer. Experience with GenAI / LLMs and Vertex AI Model Garden or RAG workflows. Exposure to infrastructure as code (Terraform), kubernetes, and cloud security/governance frameworks.
-
GCP MLOps Engineer
5 days ago
Pune, Maharashtra, India VSquare Systems Pvt. Ltd. Full timeJob descriptionDesign, deploy & monitor ML pipelines on GCP using Vertex AI, Dataflow, BigQuery. Migrate on-prem/Hadoop models to GCP. Implement Feature Store, MLflow tracking, & post-model monitoring for Data & Model Drift.Required Candidate profile4–9 yrs of hands-on experience in MLOps using Python, Spark/PySpark, and GCP. Skilled in CI/CD, Docker,...
-
GCP MLOps Engineer
4 weeks ago
Pune, India VSquare Systems Pvt. Ltd. Full timeAbout the Role: We are seeking a hands-on Machine Learning Engineer who will build, deploy and operationalise ML solutions using GCP and Vertex AI. You will partner with data scientists, data engineers, product teams, and cloud infrastructure teams to deliver scalable, production-ready ML systems that drive business impact. Key Responsibilities: Design and...
-
GCP MLOps Engineer
4 weeks ago
Pune, India VSquare Systems Pvt. Ltd. Full timeAbout the Role:We are seeking a hands-on Machine Learning Engineer who will build, deploy and operationalise ML solutions using GCP and Vertex AI. You will partner with data scientists, data engineers, product teams, and cloud infrastructure teams to deliver scalable, production-ready ML systems that drive business impact.Key Responsibilities:- Design and...
-
Gcp mlops engineer
3 weeks ago
Pune, India VSquare Systems Pvt. Ltd. Full timeAbout the Role:We are seeking a hands-on Machine Learning Engineer who will build, deploy and operationalise ML solutions using GCP and Vertex AI. You will partner with data scientists, data engineers, product teams, and cloud infrastructure teams to deliver scalable, production-ready ML systems that drive business impact.Key Responsibilities:- Design and...
-
GCP MLOps Engineer
3 days ago
pune, India VSquare Systems Pvt. Ltd. Full timeAbout the Role: We are seeking a hands-on Machine Learning Engineer who will build, deploy and operationalise ML solutions using GCP and Vertex AI. You will partner with data scientists, data engineers, product teams, and cloud infrastructure teams to deliver scalable, production-ready ML systems that drive business impact. Key Responsibilities: Design and...
-
GCP MLOps Engineer
4 weeks ago
Pune, India VSquare Systems Pvt. Ltd. Full timeAbout the Role: We are seeking a hands-on Machine Learning Engineer who will build, deploy and operationalise ML solutions using GCP and Vertex AI. You will partner with data scientists, data engineers, product teams, and cloud infrastructure teams to deliver scalable, production-ready ML systems that drive business impact.Key Responsibilities:Design and...
-
GCP MLOps Engineer
4 weeks ago
Pune, India VSquare Systems Pvt. Ltd. Full timeAbout the Role: We are seeking a hands-on Machine Learning Engineer who will build, deploy and operationalise ML solutions using GCP and Vertex AI. You will partner with data scientists, data engineers, product teams, and cloud infrastructure teams to deliver scalable, production-ready ML systems that drive business impact.Key Responsibilities:Design and...
-
GCP MLOps Engineer
4 days ago
pune district, India VSquare Systems Pvt. Ltd. Full timeAbout the Role: We are seeking a hands-on Machine Learning Engineer who will build, deploy and operationalise ML solutions using GCP and Vertex AI. You will partner with data scientists, data engineers, product teams, and cloud infrastructure teams to deliver scalable, production-ready ML systems that drive business impact. Key Responsibilities: Design and...
-
Pune, India Infometry Full timeLocation : Bangalore, Chennai, Hyderabad, PuneRole : MLOPS GCP Data : 10-19 Summary : We are seeking a highly skilled MLOps Engineer with strong expertise in the Google Cloud Platform (GCP) ecosystem, including Vertex AI, GKE, and LLMOps. The ideal candidate will design, build, and optimize ML pipelines, enabling scalable, reliable, and secure deployment of...
-
GCP MLOps Engineer
5 days ago
Bengaluru, Mumbai, Pune, India Vsquare Systems Full timeDesign, deploy & monitor ML pipelines on GCP using Vertex AI, Dataflow, BigQuery. Migrate on-prem/Hadoop models to GCP. Implement Feature Store, MLflow tracking, & post-model monitoring for Data & Model Drift. Required Candidate profile4–9 yrs of hands-on experience in MLOps using Python, Spark/PySpark, and GCP. Skilled in CI/CD, Docker, Terraform, and ML...
