Senior Data Scientist
Key Responsibilities
- Design and develop state-of-the-art deep learning models for biometric recognition (facial, fingerprint, iris) and fraud detection using convolutional neural networks (CNNs), transformers, and hybrid architectures
- Lead the design of end-to-end AI pipelines: data ingestion, pre-processing, model training, evaluation, and deployment in production environments
- Conduct thorough error analysis, A/B testing, and performance evaluations to identify weaknesses and improve recognition accuracy and system efficiency
- Architect scalable data pipelines for image and biometric signal cleaning, feature extraction, clustering, and deduplication at national scale
- Collaborate with domain experts, biometric vendors, and legal/policy teams to ensure technological solutions are interpretable, robust, and policy compliant
- Monitor system drift, adversarial threats, and fraud patterns in biometric usage across the Aadhaar ecosystem
- Publish internal technical reports and participate in peer-reviewed research where appropriate
- Mentor and guide junior data scientists and ML engineers in best practices
Education
- B.Tech / B.E. from a Tier-1 Institution (IITs, IISc, IIITs, BITS, NITs, or similar institutions), preferably in Computer Science, IT, Electronics Engineering, Electrical Engineering, Mathematics, or a related field
Experience & Skills
- Minimum 2+ years of hands-on experience in machine learning, deep learning, or computer vision roles
- Strong expertise in deep learning frameworks such as PyTorch, TensorFlow, and Keras
- In-depth knowledge of CNNs, Transformers, Siamese networks, contrastive learning, and embedding space analysis
- Proficient in Python and experienced with large-scale data processing tools like Spark, Dask, or Hadoop
- Prior experience working with biometric or image datasets (face, iris, fingerprint) is desirable
- Strong understanding of data cleaning, clustering (e.g., DBSCAN, K-Means), anomaly detection, and unsupervised learning
- Knowledge of privacy-preserving techniques such as federated learning, differential privacy, and homomorphic encryption is a plus
What We Offer
- A unique opportunity to work on the largest biometric identity system in the world
- Access to UIDAI’s unparalleled scale of identity data and secure research environments
- Competitive compensation and benefits tailored for top-tier AI talent in the public sector
- A mission-driven organization with direct impact on national-scale governance, security, and inclusion