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Machine Learning

6 years

0 Lacs

Posted:3 days ago| Platform: GlassDoor logo

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Work Mode

Remote

Job Type

Full Time

Job Description

Core Technology: Machine Learning
Level: 6+ Years
Primary Skills: Google Vertex AI, Python
Secondary Skills: ML Models, Gcp
Open Positions: 2
Job Location: Hyderabad
Work Mode: Remote
Deployment Type: Full Time
Job DescriptionPrimary Skills Required:

  • Strong understanding of MLOps practices
  • Hands-on experience in deploying and productionizing ML models
  • Proficient in Python
  • Experience with Google Vertex AI
  • Solid knowledge of machine learning algorithms such as:
  • XGBoost
  • Classification models
  • BigQuery ML (BQML)

Key Responsibilities:

  •  Design, build, and maintain ML infrastructure on GCP using tools such as Vertex AI, GKE, Dataflow, BigQuery, and Cloud Functions.
  •  Develop and automate ML pipelines for model training, validation, deployment, and monitoring using tools like Kubeflow Pipelines, TFX, or Vertex AI Pipelines.
  •  Work with Data Scientists to productionize ML models and support experimentation workflows.
  •  Implement model monitoring and alerting for drift, performance degradation, and data quality issues.
  •  Manage and scale containerized ML workloads using Kubernetes (GKE) and Docker.
  •  Set up CI/CD workflows for ML using tools like Cloud Build, Bitbucket, Jenkins, or similar.
  •  Ensure proper security, versioning, and compliance across the ML lifecycle.
  •  Maintain documentation, artifacts, and reusable templates for reproducibility and auditability.
  •  Having GCP MLE Certification is Plus.

Job Types: Full-time, Permanent, Fresher

Schedule:

  • Day shift
  • Morning shift

Application Question(s):

  • Do you have the Hands-on experience in deploying and productionizing ML models?
  • Are you proficient in python?
  • Do you have experience with Google Vertex AI?
  • Do you have Solid knowledge of machine learning algorithms such as:

XGBoost
Classification modelsBigQuery ML (BQML) ?

Work Location: In person

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