NPCI - Senior Artificial Intelligence Engineer

Job Description :

Mumbai/Hyderabad

Level Senior position

- Expertise in supervised, unsupervised, machine learning, deep learning, reinforcement learning, statistics techniques.

- Proficiency in Python, PyTorch, TensorFlow.

- Good to have knowledge of Bayesian inference, probability distribution, hypothesis testing, A/B testing and time series forecasting.

- Hands-on experience with feature engineering and hyperparameter tuning.

- Experience with MLflow, Weights & Biases, DVC (Data Version Control).

- Ability to track model performance across multiple experiments and datasets.

- End-to-end ML lifecycle management from Data ingestion, preprocessing, feature engineering, model training, deployment, and monitoring.

- Expertise in CI/CD for ML, containerization (Docker, Kubernetes), and orchestration (Kubeflow).

- Good to have experience in automating data labelling and feature stores (Feast).

- Good to have data processing experience in Spark, Flink, Druid, Nifi.

- Good to have real-time data streaming in Kafka and other messaging systems

- Designing and optimizing data pipelines for structured data.

- Good to have hands-on experience with Pyspark.

- Strong SQL skills for data extraction, transformation, and query optimization.

- Atleast one database experience such as NOSQL database.

- Implementing parallel and distributed ML techniques for large-scale systems.

- Good to have knowledge of model explainability (SHAP, LIME), bias mitigation, and adversarial robustness.

- Experience in model drift monitoring.

- Good to have CUDA for GPU acceleration.

- Good to have choosing between CPU/GPU for different ML workloads (batch inference on CPU, training on GPU).

- Good to have scaling deep learning models on multi-GPU.

- Strong presentation skills, including data storytelling, visualization (Matplotlib, Seaborn, Superset), and report writing.

- Experience in mentoring data scientists, research associates, and data engineers.

- Contributions to research papers, patents, or open-source projects