Data Scientist II
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- Location
- Bangalore, State of Karnataka, India
- Salary
- TBD
- Job type
- Full Time
- Category
- Other
Design solutions to drive safe living and quality of life
Key responsibilities -
Requirements -
HTSIND2022
YOU MUST HAVE
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
HTSIND2022
YOU MUST HAVE
- Bachelor's degree
- 5-8 years Experience
- Category: Engineering
- Location: Devarabisanahalli Village, KR Varturhobli,, East Taluk - Phase I, Bangalore, KARNATAKA 560103 IND
- Exempt
