What are the responsibilities and job description for the Manager - Data Scientist, Healthcare position at EXL Service?
EXL Health is looking for a Data Scientist. This is a virtual, work from home role in the US.
Overview:
Exl Health is seeking a Data Scientist to join a dedicated team in building future healthcare Cloud platform. This individual must have practical experience and knowledge to deliver products and services.
Our digital team is constantly developing and converting legacy processes to AI based healthcare products. This individual would be involved in model building through data driven insights and learnings.
Responsibilities:
Solution, design and develop new ML/NLP models
Design, train and implement ML/Deep learning architectures in multiple platforms like AWS, Databricks, etc.
Establish evaluation metrics, analyze the performance, & brainstorm on future steps/expansion
Perform EDA & data visualization to answer pressing business questions
Build multi-feature ML classification model for various Clinical programs/Clients
Solution, design and develop NLP model to work on unstructured medical records
Deliver results with analytic insights, interpretations, and recommendations; presents in a professional manner with a high customer service focus
Review analytic deliverables; identify and resolve data issues and provide recommendations for investigations
Design, develop, evolve, and implement processes ensuring compliance with governance policies
Propose new and state-of-the-art technologies and processes that will improve efficiency and enhance the reporting platform
Preferred Qualifications:
4-year degree or Masters equivalent experience in Engineering, Computer Science, Mathematics, economics, business analytics or statistics
5 years of experience in building machine learning/NLP models
Experience with building and deploying ML classification model
Strong understanding of Statistics, Segmentation, Clustering, Predictive models (liner, logistic), machine learning models (Random Forest, Ensemble) and deep learning fundamentals
Fluency in Python and ML/NLP libraries (Tensorflows, Keras. Scikit-Learn, Pytorch, Spark NLP)
Experience with distributed data warehouses or data lakes and Cloud databases
At least an year of experience in working in Databricks platform for ML models
Must be well oriented with healthcare data – Claims, ICD, Procedure codes.
Familiarity with Payment Integrity – Clinical Programs is a plus
Strong interpersonal skills, including excellent written and communication skills are needed.
Required Qualifications:
A minimum of a Bachelor’s Degree in Engineering, Computer Science, Mathematics, economics, business analytics or statistics; advanced degree is preferred.
2 years of experience in building machine learning/NLP models
At least an year of experience in working in Databricks platform
Fluency in Python and related ML/NLP libraries
What We Offer:
EXL Health offers an exciting, fast-paced and innovative environment, which brings together a group of sharp and entrepreneurial professionals who are eager to influence business decisions. From your very first day, you get an opportunity to work closely with highly experienced, world-class Healthcare consultants.
You can expect to learn many aspects of businesses that our clients engage in. You will also learn effective teamwork and time-management skills - key aspects for personal and professional growth
We provide guidance/coaching to every employee through our mentoring program wherein every junior level employee is assigned a senior level professional as advisors.
The sky is the limit for our team members. The unique experiences gathered at EXL Health sets the stage for further growth and development in our company and beyond.
Salary : $85,000 - $90,000