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AI/ML Solutions Architect
AI/ML Solutions ArchitectNational Payments Corporation Of India (NPCI) • Republic Of India, IN
AI / ML Solutions Architect

AI / ML Solutions Architect

National Payments Corporation Of India (NPCI) • Republic Of India, IN
10 days ago
Job description

Hi,

We are looking for Artifical interligence professional, please find details below if interested kindly share your CV.

Exp : 13+yrs

Location : Mumbai / Hyderabad

Education : BE / BTEch / ME / MTech

  • 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.
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Solution Architect • Republic Of India, IN

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