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CareerNet Technologies Pvt Ltd Logo
Staff Data Scientist

CareerNet Technologies Pvt Ltd

 

Bangalore, Karnataka, India

Posted On: 30+ days ago
Experience: 10+ years
Availability: Onsite
Openings: 1
Category: Data Scientist
Tenure: No Preference/Any
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Description

Lead end-to-end data science initiatives for fraud prevention, forecasting, inventory management, and price optimization.

This role is on-site.

Responsibilities

  • Lead multiple data science projects from business requirement translation to deployment and long-term maintenance.
  • Build and scale machine learning solutions for recommendation, assortment, and waste reduction.
  • Develop Gen-AI workflows including RAG-based agents, embedding generation, and vector database retrieval.
  • Manage the full model lifecycle, including prompt engineering, fine-tuning, monitoring, and governance.

Required Skills

  • Ph.D. with > 10 years of relevant experience or Master's with > 12 years in Computer Science, Statistics, Mathematics, or related field.
  • Extensive experience with Python, PySpark, and R.
  • Deep expertise in Machine Learning: Classification, Regression, NLP, Forecasting, Unsupervised models, Optimization, Graph ML, and Causal Inference.
  • Hands-on experience with Gen-AI: LLM gateways, vector databases, and iterative prompt engineering.
  • Proficiency with Big Data platforms: Hadoop (Hive, MapReduce, HQL, Scala).
  • Cloud experience using GCP or Azure, specifically Vertex AI and Kubeflow.
  • Knowledge of GPU/CUDA for computational efficiency.

Preferred Skills

  • Experience with model selection and fine-tuning based on user feedback and accuracy metrics.

Education

Any Graduate

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