Deep Learning , Data Scientist
Location
Bangalore | India
Job description
To deliver on our mission of improving healthcare access and quality, we are looking for an experienced Data Scientist to join our small, fast-growing team.
The Data Scientist serves on a project team that leverages our industry-leading healthcare data to deliver clinical insights in engagements with healthcare providers and Life Sciences Companies. In this role, he/she will be part of an agile data science team, with the excitement, pace, and development opportunities that come with working in an early-stage company.
Position Responsibilities:
- You will be part of a high-impact team leveraging Mango s proprietary healthcare platform and data to build prediction models, with a primary focus on clinical risk/outcomes predictions.
- Contribute to problem solving discussions by clearly defining the issues and recommending the appropriate deep learning/machine learning techniques to use, given the goals, and scope of the research question.
- Build and evaluate prediction models, providing written and verbal assessments to both internal and external stakeholders.
- Provide timely updates to the management and leadership teams.
Position Requirements:
- Degree in Data Science, Computer Science, Statistics, or a related field of study.
- 3-5 years of prediction modelling work experience, with evidence of:
- Mandatory experience in using both deep learning (CNN, RNN, and GAN, at a minimum) and traditional machine learning/statistical approaches (logistic regression, SVM, and random forest, at a minimum).
- Up to date with recent developments in deep/machine learning and are familiar with current trends in the wider data science communi
- Strong scripting and programming skills in Python (required), R, or similar languages.
- Healthcare industry knowledge (medical and pharmaceutical) is preferred.
- Experience in building models from scratch and working with structured and unstructured data.
- Excellent communication (written and verbal), interpersonal skills, and the ability to foster collective partnerships.
Other Skills:
- Dedication to teamwork with a demonstrated ability to collaborate across functions.
- Track record of innovation with the vision and entrepreneurial spirit to take on a key role in a small, fast-growing company.
Job tags
Salary