Dozee - Data Scientist

Dozee- Data Scientist

About the company :

Dozee was founded in 2015 with a vision to "Impact Lives enabling a connected world". We are the pioneers in the field of contactless continuous remote patient monitoring. We have made health-care as easy as sleeping on the bed, making healthcare more accessible and actionable.

In the COVID-19 pandemic at a time when ICU beds and medical staff were the most rare resource. Dozee has upgraded over 6,500 hospital beds into step-down ICU, by remotely monitoring 40,000+ patients, saving 95,000+ nursing hours, impacting 1,000+ lives with timely ICU transfers.

For our relentless efforts we won multiple accolades like ET Most innovative Product of the year 2020, Anjani Mashelkar Impact Award and support from organisations like Bill & Melinda Gates Foundation, BIRAC, ACT, Wadhwani Foundation and Dell Foundation.

Currently present in over 40 cities in India our ambition is to expand globally. Know more about us here.

We are growing at an exponential pace - last month our servers processed 500 Mn+ health records and 10TB+ of data. Increasing at 50% MoM. Recently, we became the first solution to roll out Blood Pressure from our contactless sensors. A significant amount of your work will go into developing novel algorithms to expand parameters captured on our platform that are clinically significant.

Job Description : Data Scientist

Your mission, if you choose to accept, will be :

- To initiate and develop quick POCs to solve healthcare problems

- To create statistical/ML/DL pipelines of the solution

- To optimise and upgrade existing pipelines

- To ensure performance on par with business requirements

- To keep the software stack and implementation up to date with the latest advancements in the industry

- To establish a healthy pipeline of publications and represent the company at various forums to present the research

Skills & experience needed to qualify :

- Excellent analytical skills

- Strong background in Mathematics & Statistics

- Working knowledge of signal processing or audio analysis is a plus

- Good knowledge (including theoretical) and exposure to ML and DL algorithms

- Experience with ML and DL in production level problems is a plus

- Experience of working with Spark/Hadoop and help setup pipelines

- Advanced knowledge and experience for scripting in Python and setting up pipelines

- Publications, patents & research work are a plus

- Excellent data visualization, reporting and communication skills

- Experience of working with TensorFlow/Keras/Pytorch

- Experience with CNNs or LSTMs or auto encoders and decoders

- Excellent scripting and programming skills with Python