Senior Data Scientist

Molina Healthcare • Wisconsin, Wisconsin • 3d ago

Job 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.

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: $87,568 - $189,732 / ANNUAL

*Actual compensation may vary from posting based on geographic location, work experience, education and/or skill level.

Similar Jobs

Intern Manufacturing Engineering (Smart

REHLKO • Sheboygan, WI • 20h ago

IT & Engineering

JOB REQUIREMENTS: Why Work at Rehlko We have met today\'s energy needs while planning for tomorrow\'s for over 100 years. Beginning with the first modern generator, the Rehlko Automatic Power & Light, launched in 192...

20h ago

Go to Apply

Sr. Advanced Manufacturing Engineer

NEMAK USA INC • Sheboygan, WI • 20h ago

IT & Engineering

JOB REQUIREMENTS: Responsible for spearheading the procurement, qualification, and seamless integration of new equipment into our mass production processes; ensure these acquisitions align with both Nemak and customer sp...

20h ago

Go to Apply

Embedded Software Engineer I

PLEXUS CORP • Neenah, WI • 1d ago

IT & Engineering

JOB REQUIREMENTS: About us: At Plexus, our vision is to help create the products that build a better world. Driven by a passion for excellence, we partner with leading Aerospace/Defense, Healthcare/Life Sciences and Indu...

1d ago

Go to Apply

Software Engineer (Product)

Meta • Madison, WI • 1d ago

IT & Engineering

Summary: Meta Platforms, Inc. (Meta), formerly known as Facebook Inc., builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connec...

1d ago

Go to Apply

Software Engineer, Android

Meta • Madison, WI • 1d ago

IT & Engineering

1d ago

Go to Apply

Software Engineer (Product)

Meta • Madison, WI • 1d ago

IT & Engineering

1d ago

Go to Apply

Software Engineer, Android

Meta • Madison, WI • 1d ago

IT & Engineering

1d ago

Go to Apply

Environmental Scientist Engineer

TRC ENVIRONMENTAL CORP • Madison, WI • 1d ago

IT & Engineering

JOB REQUIREMENTS: About Us Groundbreaker. Game changer. Pioneer. TRC has long set the bar for clients who require more than just engineering, combining science with the latest technology to devise innovative solutions th...

1d ago

Go to Apply

Rehabilitation Technician

Aegis Therapies • Monroe, WI • 1d ago

IT & Engineering

Rehabilitation Technician Let Aegis Therapies Help Jump-Start Your Healthcare Career Today! Job Type: Full-time Schedule: Flexible, up to 40 hours per week Setting: Nursing Home, Rehabilitation Center, Skilled Nursing Fa...

1d ago

Go to Apply

Lead Devops Engineer

CLA MILWAUKEE • Milwaukee, WI • 1d ago

IT & Engineering

JOB REQUIREMENTS: CLA is a top 10 national professional services firm where our purpose is to create opportunities every day, for our clients, our people, and our communities through industry-focused wealth advisory, dig...

1d ago

Go to Apply

Subscribe to get new jobs sent directly to you
(no charge, cancel anytime)

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.