Qualifications

Must Have Skills/Project Experience/Certifications:
6–9 years of experience developing, deploying, and interpreting machine learning solutions in business or technical environments.
Solid Python for data preparation, feature engineering, modelling, and packaging (e.g., pandas, NumPy, scikit-learn).
Hands-on experience with deep learning frameworks (PyTorch or TensorFlow) as applicable to the use case.
Solid experience in data visualization using Python libraries (Matplotlib, Seaborn) or business visualization platforms (Tableau, Power BI).
Experience working on projects within cloud settings (Azure, AWS, or GCP) is preferred.
Deep expertise in advanced machine learning and data science:
Regression/classification (linear, logistic, regularized models, ensemble methods, gradient boosting).
Clustering, dimensionality reduction, feature selection.
Deep learning (CNNs, RNNs, transformers, transfer learning).
Model evaluation, interpretability, and responsible AI.
Proven experience managing and processing large, complex,



or distributed data using platforms like PySpark, Dask, or equivalent.
Required hands-on experience with MLflow for experiment tracking, model management, and lifecycle automation.
Extensive experience building, deploying, and serving production-grade APIs for ML models using FastAPI or Flask.
Expertise in architecting end-to-end ML pipelines and deploying them on cloud platforms (Azure ML, AWS Sagemaker, GCP AI Platform).
Strong grounding in data governance, model lifecycle management, and MLOps (versioning, CI/CD, monitoring).
Ability to translate complex findings for business and technical stakeholders and provide client-facing technical leadership.
Experience mentoring, conducting code reviews, and maintaining high-quality deliverables.

Positive to Have Skills/Project Experience/Certifications:
Experience with large-scale data processing platforms (Databricks).
Advanced cloud-based data tool know

📌 Senior Data Scientist Consultant Bengaluru
🏢 Deloitte US-India Offices
📍 Bengaluru