E
Data Scientist
eGrove Systems Pvt. LtdTN, IN2d ago
Full-timevia indeed
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Required Skills
ci/cdgcpkubernetesmachine learningpythonpytorch
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
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Job Overview
- Job type
- Full-time
- Work mode
- On-site
- Location
- Chennai
- Posted
- 2d ago
- Source
- Indeed