Data Scientist

Company: Change Healthcare
Location: Mercer Island
Posted on: October 18, 2020

Job Description:

Transforming the future of healthcare isn?t something we take lightly. It takes teams of the best and the brightest, working together to make an impact.As one of the largest healthcare technology companies in the U.S., we are a catalyst to accelerate the journey toward improved lives and healthier communities.Here at Change Healthcare, we?re using our influence to drive positive changes across the industry, and we want motivated and passionate people like you to help us continue to bring new and innovative ideas to life.--If you?re ready to embrace your passion and do what you love with a company that?s committed to supporting your future, then you belong at Change Healthcare.Pursue purpose. Champion innovation. Earn trust. Be agile. Include all.--Empower Your Future. Make a Difference.Title: AI Data Scientist Overview of PositionThe Data Scientist will be responsible for supporting Artificial Intelligence, Machine Learning, and Data Science solutions for Change Healthcare, reporting to an AI Data Science leader under the Chief AI Officer.-- We?re looking for data scientists with a passion for artificial intelligence to help drive a new generation of data and machine learning enabled services and products to impact healthcare.You will enjoy working with a highly talented and diverse team of data scientists specializing in deep learning, active learning, and classical machine learning, one of the richest data sets in US healthcare, nearly limitless cloud compute resources including Spark clusters and GPUs, and the ability to see your insights turned into real products.The ideal candidate will have a background in machine learning, have experience working with large data sets, and have some experience in building and deploying data-driven innovative AI solutions. You are focused on results, a self-starter, able to put the customer first, team first, and have demonstrated success in using data science to develop and deploy AI solutions with a focus on customer impact.-- You also are able to rapidly prototype new ideas and methods to deliver quality code that is testable and concise.What will be my duties and responsibilities in this job?Use AI/ML technologies to innovate current Chang Healthcare operations. The tasks of innovation include, but not limited to: Smart revenue management, Intelligent payment platform, medical chart reading, code reading with noisy and incomplete OCR documents, Conversational AI to facilitate customer services and other healthcare related use casesWork closely with business and operations to understand the business requirements. To be able convert ambiguous requirements to mathematical AI models that can be trained and deployed to solve business problemsHave strong implementation skills to the proposed solutions and work closely with engineering team to create product pipelines that are scalable and flexibleWilling to work in an agile and fast-moving working environmentPassion for learning and innovating at new AI technologies that can facilitate future projectsWhat are the requirements needed for this position?Ph.D. in Computer Science, Math, Physics, Engineering, Statistics, bioinformatics or other hardcore technical fields with profound mathematical training. Proficient in translating unstructured business problems into an abstract mathematical frameworkFluency in one of the scripting languages, such as: Python, Scalar, PySpark and othersExperience with Spark, MapReduce and other big data processing tools is preferredFamiliar with both SQL and noSQL databases, ability to write efficient queries in SQLExpertise in NLU/NLP, Conversational AIExpertise with one of the Deep Learning platforms, such as, TensorFlow, Pytorch, and KerasExpertise in Knowledge Graph and personalizationAbility to initiate and drive projects to completion with minimal guidanceThe ability to communicate the results of analyses in a clear and effective mannerFamiliar with AWS and its components, such as EMR, S3, EC2, SageMaker. or customer build AI PlatformWhat other skills/experience would be helpful to have?Ph.D. with experiences on medical coding, medical chart reading, entity detection, and other reading comprehension using AI/NLP technologiesPh.D. with experience on big data processing in the areas of Revenue cycle management includes, but not limited to, risk management, payment accuracy, smart reconciliation, etc...Ph.D. with experiences on conversational AI technologies, such as AI model for intent detection, NER, dialog management and other related componentsExperience with medical ontologies, medical Knowledge Graph that links multiple entities, such as patients, providers, and payers. Possess the ability to run large scale inference on top of KG and generate business valuesExperience with medical image processing, diagnosis based on images and narratives using AI technologiesExceptional interpersonal and communication skills, including the ability to describe the logic and implications of a complex model to all types of partners (product managers, engineers, designers, senior executives)What are the working conditions and physical requirements of this job? General office demandsJoin our team today where we are creating a better coordinated, increasingly collaborative, and more efficient healthcare system!--Equal Opportunity/Affirmative Action Statement Change Healthcare is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, genetic information,-- national origin, disability, or veteran status. To read more about employment discrimination protections under federal law, read EEO is the Law at https://www.eeoc.gov/employers/eeo-law-poster and the supplemental information at https://www.dol.gov/ofccp/regs/compliance/posters/pdf/OFCCP_EEO_Supplement_Final_JRF_QA_508c.pdf.If you need a reasonable accommodation to assist with your application for employment, please contact us by sending an email to applyaccommodations@changehealthcare.com--with "Applicant requesting reasonable accommodation" as the subject. Resumes or CVs submitted to this email box will not be accepted.Click here https://www.dol.gov/ofccp/pdf/pay-transp_%20English_formattedESQA508c.pdf--to view our pay transparency nondiscrimination policy.Change Healthcare maintains a drug free workplace and conducts pre-employment drug-testing, where applicable, in accordance with federal, state and local laws.

Keywords: Change Healthcare, Seattle , Data Scientist, Other , Mercer Island, Washington