Manager - Healthcare Data Scientist

EXL Health is looking for a Data Scientist.

This is a virtual, work from home role.

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.