Sr Advanced Data Scientist

Job description

Innovate to solve the world's most important challenges

Key responsibilities -

  • Implementation of end-to-end statistical/ML/analytics solutions as per the industry standard process, CRISP-DM
  • Understand business requirements and propose suitable solutions
  • Explore, devise and implement ML algorithm stack
  • Experiment, prototype and finalize specific solution with the best business metrics
  • Design and implement architecture/tech stack for data integration, data flow and data storage for ML solutions
  • Collaborate with product teams across the organization for deployment and integration of AI solutions in existing products
  • Deliver production quality, modular, reproducible code in Python
  • Create data visualizations to visualize raw data and analytics insights to demonstrate efficacy of the solution

Requirements –

  • Solid understanding of statistics, probability, ML and DL
  • A minimum of 2 years of experience in developing and deploying end-to-end AI/ML solutions in production environment
  • Exposure to reinforcement learning, supervised and unsupervised algorithms, various architectures of neural networks, time series forecasting, deep learning networks
  • Deep expertise in any specific application of ML and DL
  • Prior experience in building and deploying ML pipelines from data ingestion, preparation to deploying models in production
  • An understanding of various databases relational, NoSQL with prior experience in any DB
  • Exposure to ML and DL frameworks like TensorFlow, PyTorch, Caffe, etc
  • Familiarity with ML testing and data validation frameworks
  • A go-getter attitude with a drive for execution

Good to have –

  • Familiarity with IoT communication protocols like MQTT
  • Edge AI deployment experience


Additional Information

  • JOB ID: req349890
  • Category: Engineering
  • Location: Devarabisanahalli Village, KR Varturhobli,,East Taluk - Phase I,Bangalore,KARNATAKA,560103,India
  • Exempt

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