Data Scientist

1 week ago

Mohali, Punjab, India Cogneesol Full time ₹ 1,04,000 - ₹ 1,30,878 per year

Job Title: Data Scientist | Machine Learning Engineer (MLE)

Job Location: Mohali

Experience: 3+ years

Skill Sets:

  • Expertise in ML/DL, model lifecycle management, and MLOps (MLflow, Kubeflow)
  • Proficiency in Python, TensorFlow, PyTorch, Scikit-learn, and Hugging Face models
  • Strong experience in NLP, fine-tuning transformer models, and dataset preparation
  • Hands-on with cloud platforms (AWS, GCP, Azure) and scalable ML deployment (Sagemaker, Vertex AI)
  • Experience in containerization (Docker, Kubernetes) and CI/CD pipelines
  • Knowledge of distributed computing (Spark, Ray), vector databases (FAISS, Milvus), and model optimization (quantization, pruning)
  • Familiarity with model evaluation, hyperparameter tuning, and model monitoring for drift detection

Roles & Responsibilities:

  • Design and implement end-to-end ML pipelines from data ingestion to production
  • Develop, fine-tune, and optimize ML models, ensuring high performance and scalability
  • Compare and evaluate models using key metrics (F1-score, AUC-ROC, BLEU etc)
  • Automate model retraining, monitoring, and drift detection
  • Collaborate with engineering teams for seamless ML integration
  • Mentor junior team members and enforce best practices

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