Sr Data Scientist - ML/AI/Databricks - Remote
Molina Healthcare Arizona; Florida; Georgia; Idaho; Iowa; Kentucky; Michigan; Nebraska; New Mexico; New York; Ohio; Texas; Utah; Washington; Wisconsin Job ID 2028642Job Description
Job Summary
Perform data and error analysis to improve models, and clean and validate data for uniformity and accuracy. Execute data science and statistical analytical experiments methodically to help solve various problems and make a true impact across various healthcare domains. Developing and deploying advanced machine learning models and AI solutions that enhance our products and services. Leverage their expertise in data science, machine learning, and AI technologies to derive insights from large datasets and create predictive models that drive business decisions.
Job Duties
• Data Analysis and Interpretation: Extract meaningful insights from complex datasets, identify patterns, and interpret data to inform strategic decision-making.
• Machine Learning Model Development: Design, develop, and train machine learning models using a variety of algorithms and techniques, including supervised and unsupervised learning, deep learning, and reinforcement learning.
• Agentic Workflows Implementation: Develop and implement agentic workflows that utilize AI agents for autonomous task execution, enhancing operational efficiency and decision-making capabilities.
• RAG Pattern Utilization: Employ retrieval-augmented generation patterns to improve the performance of language models, ensuring they can access and utilize external knowledge effectively to enhance their outputs.
• Model Fine-Tuning: Fine-tune pre-trained models to adapt them to specific tasks or datasets, ensuring optimal performance and relevance in various applications.
• Data Cleaning and Preprocessing: Prepare data for analysis by performing data cleaning, handling missing values, and removing outliers to ensure high-quality inputs for modeling.
• AI Model Deployment and Monitoring: Deploy AI models into production environments, monitor their performance, and adjust as necessary to maintain accuracy and effectiveness.
• Collaboration: Work closely with cross-functional teams, including software engineers, product managers, and business analysts, to integrate AI solutions into existing systems and processes.
• Research and Development: Stay current with the latest advancements in AI and machine learning and apply these insights to improve existing models and develop new methodologies.
• Documentation and Reporting: Create comprehensive documentation of models, methodologies, and results; communicate findings clearly to non-technical stakeholders.
• Mentors, coaches, and provides guidance to newer data scientists.
• Partner closely with business and other technology teams to build ML models which helps in improving Star ratings, reduce care gap and other business objectives.
• Present complex analytical information to all level of audiences in a clear and concise manner Collaborate with analytics team, assigning and managing delivery of analytical projects as appropriate
• Perform other duties as business requirements change, looking out for data solutions and technology enabled solution opportunities and make referrals to the appropriate team members in building out payment integrity solutions.
• Use a broad range of tools and techniques to extract insights from current industry or sector trends
Job Qualifications
REQUIRED EDUCATION:
Master’s Degree in Computer Science, Data Science, Statistics, or a related field
REQUIRED EXPERIENCE/KNOWLEDGE, SKILLS & ABILITIES:
• 6+ years’ work experience as a data scientist preferably in healthcare environment but candidates with suitable experience in other industries will be considered
• Knowledge of big data technologies (e.g., Hadoop, Spark)
• Familiar with relational database concepts, and SDLC concepts
• Demonstrate critical thinking and the ability to bring order to unstructured problems
• Technical Proficiency: Strong programming skills in languages such as Python and R, and experience with machine learning frameworks like TensorFlow, Keras, or PyTorch.
• Statistical Analysis: Excellent understanding of statistical methods and machine learning algorithms, including k-NN, Naive Bayes, SVM, and neural networks.
• Experience with Agentic Workflows: Familiarity with designing and implementing agentic workflows that leverage AI agents for autonomous operations.
• RAG Techniques: Knowledge of retrieval-augmented generation techniques and their application in enhancing AI model outputs.
• Model Fine-Tuning Expertise: Proven experience in fine-tuning models for specific tasks, ensuring they meet the required performance metrics.
• Data Visualization: Proficiency in data visualization tools (e.g., Tableau, Power BI) to present complex data insights effectively.
• Database Management: Experience with SQL and NoSQL databases, data warehousing, and ETL processes.
• Problem-Solving Skills: Strong analytical and problem-solving abilities, with a focus on developing innovative solutions to complex challenges.
PREFERRED EDUCATION:
PHD or additional experience
PREFERRED EXPERIENCE:
• Experience with cloud platforms (e.g., Databricks, Snowflake, Azure AI Studio etc.) for working with AI workflows and deploying models.
• Familiarity with natural language processing (NLP) and computer vision techniques.
#PJCorp
#LI-AC1
To all current Molina employees: If you are interested in applying for this position, please apply through the intranet job listing.
Molina Healthcare offers a competitive benefits and compensation package. Molina Healthcare is an Equal Opportunity Employer (EOE) M/F/D/V.
Pay Range: $97,299 - $227,679 / ANNUAL
*Actual compensation may vary from posting based on geographic location, work experience, education and/or skill level.
About Us
Molina Healthcare is a nationwide fortune 500 organization with a mission to provide quality healthcare to people receiving government assistance. If you are seeking a meaningful opportunity in a team-oriented environment, come be a part of a highly engaged workforce dedicated to our mission. Bring your passion and talents and together we can make a difference in the lives of others. Molina Healthcare offers a competitive benefits and compensation package. Molina Healthcare is an Equal Opportunity Employer (EOE) M/F/D/V.
Job Type: Full Time Posting Date: 11/06/2024ABOUT OUR LOCATION
View Map- Project Coordinator California, San Diego California, Fresno California, San Francisco California, Los Angeles California, San Jose California 01/23/2025
- Program Manager-Coding experience Arizona, Bowling Green Kentucky, Covington Kentucky, Ann Arbor Michigan, Rio Rancho New Mexico, Yonkers New York, Dayton Ohio, Austin Texas, Vancouver Washington, Green Bay Wisconsin, Orlando Florida, St. Petersburg Florida, Nampa Idaho, Des Moines Iowa, Iowa, Kentucky, Davenport Iowa, Lexington-Fayette Kentucky, Florida, Warren Michigan, Texas, Grand Island Nebraska, Houston Texas, Mesa Arizona, Caldwell Idaho, Sioux City Iowa, Sterling Heights Michigan, Utah, New York New York, Rochester New York, Madison Wisconsin, Tucson Arizona, Tampa Florida, Macon Georgia, Michigan, Louisville Kentucky, Detroit Michigan, Grand Rapids Michigan, Ohio, Kearney Nebraska, Albuquerque New Mexico, Las Cruces New Mexico, Cincinnati Ohio, Akron Ohio, Fort Worth Texas, Augusta Georgia, Columbus Georgia, Omaha Nebraska, Wisconsin, Bellevue Nebraska, Lincoln Nebraska, Tacoma Washington, Bellevue Washington, Racine Wisconsin, Chandler Arizona, Scottsdale Arizona, Jacksonville Florida, Savannah Georgia, Boise Idaho, Cedar Rapids Iowa, Iowa City Iowa, Owensboro Kentucky, Washington, Santa Fe New Mexico, Syracuse New York, Salt Lake City Utah, Provo Utah, Spokane Washington, Milwaukee Wisconsin, Atlanta Georgia, Idaho Falls Idaho, New Mexico, Georgia, Roswell New Mexico, Cleveland Ohio, Dallas Texas, San Antonio Texas, Orem Utah, Layton Utah, Kenosha Wisconsin, Phoenix Arizona, Buffalo New York, Columbus Ohio, West Valley City Utah, Seattle Washington, Miami Florida, Meridian Idaho, Idaho, Nebraska, New York 01/23/2025
- Lead Analyst - Medicaid Overpayment/Payment Integrity - Remote Kentucky, Owensboro Kentucky, Bowling Green Kentucky, Covington Kentucky, Louisville Kentucky, Lexington-Fayette Kentucky 01/23/2025
- VP, Medicare Duals (Remote within the US) Arizona, West Valley City Utah, Orlando Florida, Georgia, Iowa, Caldwell Idaho, Michigan, Covington Kentucky, Warren Michigan, Dayton Ohio, Orem Utah, Milwaukee Wisconsin, Racine Wisconsin, Phoenix Arizona, Mesa Arizona, St. Petersburg Florida, Kentucky, Sioux City Iowa, Lexington-Fayette Kentucky, Detroit Michigan, Ann Arbor Michigan, Bellevue Nebraska, Columbus Ohio, Cleveland Ohio, Austin Texas, Fort Worth Texas, Provo Utah, Jacksonville Florida, Atlanta Georgia, Savannah Georgia, Idaho Falls Idaho, Des Moines Iowa, Louisville Kentucky, Wisconsin, Lincoln Nebraska, Albuquerque New Mexico, Roswell New Mexico, Rochester New York, Seattle Washington, Tacoma Washington, Vancouver Washington, Madison Wisconsin, Green Bay Wisconsin, Miami Florida, Columbus Georgia, Idaho, New York, Utah, Rio Rancho New Mexico, New York New York, Buffalo New York, Cincinnati Ohio, Houston Texas, San Antonio Texas, Salt Lake City Utah, Florida, Davenport Iowa, Nebraska, Ohio, Texas, Washington, Grand Rapids Michigan, Akron Ohio, Spokane Washington, Kenosha Wisconsin, Chandler Arizona, Tampa Florida, Meridian Idaho, Omaha Nebraska, Grand Island Nebraska, Syracuse New York, Dallas Texas, Layton Utah, Tucson Arizona, Macon Georgia, Boise Idaho, Nampa Idaho, Cedar Rapids Iowa, New Mexico, Bowling Green Kentucky, Sterling Heights Michigan, Las Cruces New Mexico, Santa Fe New Mexico, Yonkers New York, Bellevue Washington, Scottsdale Arizona, Augusta Georgia, Iowa City Iowa, Owensboro Kentucky, Kearney Nebraska 01/14/2025
No recently viewed jobs.
View All JobsNo saved jobs.
View All Jobs