AI/ML Developer

7 days ago

Bengaluru Delhi Hyderabad NCR, India Tech Mahindra Full time ₹ 15,00,000 - ₹ 25,00,000 per year

Primary Skillset (Core Technical Skills)

These are essential for building, training, and deploying AI/ML models:

  1. Programming Languages

  2. Python (most widely used)

  3. Node.JS, Java (depending on the use case)

  4. Mathematics & Statistics

  5. Linear algebra

  6. Probability & statistics

  7. Calculus (especially for optimization)

  8. Machine Learning Algorithms

  9. Supervised, unsupervised, and reinforcement learning

  10. Decision trees, SVMs, k-NN, ensemble methods

  11. Deep learning (CNNs, RNNs, Transformers)

  12. Data Handling & Processing

  13. Data cleaning, transformation, and feature engineering

  14. Libraries: Pandas, NumPy, Scikit-learn

  15. Deep Learning Frameworks

  16. TensorFlow, PyTorch, Keras

  17. Model Deployment & MLOps

  18. Docker, Kubernetes

  19. MLflow, Airflow

  20. REST APIs (Flask, FastAPI)

  21. Cloud Platforms

  22. AWS, Azure, Google Cloud (for scalable model training and deployment)

  23. Version Control

  24. Git/GitHub for collaboration and code management

Secondary Skillset (Complementary & Soft Skills)

These enhance productivity, collaboration, and problem-solving:

  1. Data Visualization

  2. Tools: Matplotlib, Seaborn, Plotly, Tableau

  3. Communicating insights effectively

  4. Software Engineering Practices

  5. Writing clean, modular, and testable code

  6. Understanding of CI/CD pipelines

  7. Communication Skills

  8. Explaining complex models to non-technical stakeholders

  9. Writing documentation and reports

  10. Research & Continuous Learning

  11. Reading academic papers

  12. Staying updated with latest trends (e.g., LLMs, generative AI)

  13. Ethics & Responsible AI

  14. Bias detection and mitigation

  15. Fairness, transparency, and accountability in AI systems

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