eGrove Systems Pvt. Ltd logo

Data Scientist

eGrove Systems Pvt. Ltd

6 - 8 years

14 - 15 Lacs

Chennai

Posted:15 hours ago

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Job Description

Job Description: Data Scientist

Experience: 6–8 Years
Location: Gurugram, Bengaluru, Pune, Jaipur, New Delhi, Noida, Hyderabad, Chennai, Bhopal, Mumbai
Mandatory: UAN Number and LinkedIn Profile

Job Overview

We are looking for an experienced Data Scientist with a strong engineering background to develop, train, deploy, and maintain machine learning models in production environments. The ideal candidate should have hands-on expertise in Python, machine learning frameworks, GCP, Kubernetes, and MLOps practices.

Key Responsibilities

  • Develop, train, and validate machine learning models using Python.
  • Perform exploratory data analysis, feature engineering, and model evaluation.
  • Apply machine learning techniques for prediction, classification, and optimization.
  • Orchestrate ML inference and post-processing pipelines using Argo Workflows on Kubernetes.
  • Use Vertex AI for scalable model training, hyperparameter tuning, and validation.
  • Build and maintain Python-based training, inference, and feature engineering runtimes.
  • Optimize production inference pipelines for performance, reliability, and scalability.
  • Manage trained model artifacts in Google Cloud Storage (GCS).
  • Maintain model versioning, metadata, lineage, rollback, and auditability.
  • Implement model monitoring, drift detection, and retraining strategies.
  • Follow best practices for documentation, testing, and responsible AI.
  • Participate in on-call rotations for inference infrastructure.

Required Skills

  • Strong hands-on experience in Python for data science and machine learning.
  • Experience with ML frameworks such as PyTorch, scikit-learn, and CatBoost.
  • Familiarity with Kubernetes and Argo Workflows.
  • Experience with Google Cloud Platform (GCP) and Vertex AI.
  • Knowledge of feature engineering, model evaluation, and validation techniques.
  • Experience deploying machine learning models into production.
  • Understanding of MLOps principles and ML lifecycle management.
  • Strong analytical, problem-solving, and communication skills.

Preferred Skills

  • Experience with real-time and batch inference systems.
  • Exposure to CI/CD for machine learning pipelines.
  • Knowledge of model monitoring, data/model drift detection, and automated retraining.

Candidate Requirements

  • 6–8 years of relevant experience in Data Science and Machine Learning.
  • Strong engineering and production ML deployment experience.
  • Updated LinkedIn profile.
  • Valid UAN number.

Interested candidates can share their updated resume along with their LinkedIn profile and UAN details.

Pay: ₹120,000.00 - ₹130,000.00 per month

Work Location: In person

Skills Required

Machine Learning Python GCP Kubernetes Data Analysis Google Cloud Data Science Scikit-learn Google Cloud Platform Ci/cd Deep learning Problem solving

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Job Type

Full Time

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