
Senior Data Scientist
- Bangalore, Karnataka
- Permanent
- Full-time
- Work on existing Digital Products and understand and enhance the current intelligent models and innovatively improve them.
- Work with stakeholders to identify opportunities from data, drive innovation and a culture of Invention Disclosures..
- Translate data into actionable insights to empower confident decisions, product creation & development, drive optimization, marketing techniques, business strategies and outcomes.
- End-to-end ownership of work from ideation to production.
- Develop, manage and maintain Machine Learning and Deep Learning infrastructure from pipelines and modelling to machine learning products and decision support.
- Work with other Data Teams and Data Engineers to build upon our data collection, storage, and processing infrastructure
- Lead cross functional teams of Data Scientists, Data Engineers and Developers to implement models and monitor outcomes.
- Develop company A/B testing framework and test model quality.
- Develop processes, tools to monitor and analyze model performance and data accuracy.
- Work with the technical team and provide learning programs and workshops like Bootcamps and hackathons to skill up data literacy at Wesco.
- Influence leadership to drive more data-informed decisions.
- Define and advance best practices within data science and product teams.
- Masters Degree - A Ph.D. in Electrical Engineering, Computer Science, or related fields is required.
- 5 years of experience in working with any of the deep learning frameworks like Pytorch, Tensorflow, Caffe, etc.
- 5 years of proven track record of independent thinking and complex problem-solving. Work can include papers in reputed conferences or journals and/or patent applications.
- 5 years of proven track record of R&D research in an industrial setting with multiple patents/patent applications.
- 5 years of experience in robotics i.e., automation through reinforcement learning.
- 5 years of experience in optimization theory like black-box optimization methods.
- 5 years of experience in designing algorithms for IoT devices with resource and power constraints.
- Strong oral and written communication skills.
- A collaborative mindset to excel in a team environment.
- Ability to take complex problem objectives and come up with innovative and flexible solutions.
- Proven track record of driving changes.
- Ability to reconcile complex possibly conflicting tasks and come up with realistic solutions
- Experience with distributed data/computing and orchestration tools: Map/Reduce, Hadoop, Hive, Spark, MySQL, Beam, Druid, Airflow, Presto etc.
- Expertise with statistical techniques and their applications in business.
- Coding knowledge and experience with several languages: C, C++, Python, JavaScript, Java, R etc.
- Experience with distributed data/computing and orchestration tools: Map/Reduce, Hadoop, Hive, Spark, MySQL, Beam, Druid, Airflow, Presto etc.