Sr Advanced Data Scientist

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

Exp - 10+years

Additional Information

• JOB ID: HRD134729
• Category: Engineering
• Location: Devarabisanahalli Village, KR Varturhobli,,East Taluk - Phase I,Bangalore,KARNATAKA,560103,India
• Exempt