Data Scientist - Generative AI/ML/Databricks - Remote

Molina Healthcare • Racine, WI • 19h 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.

Job Qualifications

REQUIRED EDUCATION:

Bachelor's degree in Computer Science, Data Science, Statistics, or a related field

REQUIRED EXPERIENCE/KNOWLEDGE, SKILLS & ABILITIES:

3+ 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

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:

Master's degree in computer science, Data Science, Statistics, or a related field

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: $88,453 - $206,981 / ANNUAL

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

Similar Jobs

Data Scientist - Generative AI/ML/Databricks - Remote

Molina Healthcare • Kenosha, WI • 19h ago

IT & Engineering

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 sol...

19h ago

Go to Apply

Sr Data Scientist - Generative AI/ML/Databricks - Remote

Molina Healthcare • Racine, WI • 19h ago

IT & Engineering

19h ago

Go to Apply

Sr Data Scientist - Generative AI/ML/Databricks - Remote

Molina Healthcare • Kenosha, WI • 19h ago

IT & Engineering

19h ago

Go to Apply

Wire Harness Engineer

SANMINA-SCI CORP • Kenosha, WI • 2d ago

IT & Engineering

JOB REQUIREMENTS: Sanmina Corporation (Nasdaq: SANM) is a leading integrated manufacturing solutions provider serving the fastest-growing segments of the global Electronics Manufacturing Services (EMS) market. Recognized...

2d ago

Go to Apply

Senior Electrical Engineer

MODINE MANUFACTURING COMPANY • Racine, WI • 3d ago

IT & Engineering

JOB REQUIREMENTS: At Modine, we are engineering a cleaner, healthier world. Building on more than 100 years of excellence in thermal management, we provide trusted systems and solutions that improve air quality and conse...

3d ago

Go to Apply

Swiss CNC Programmer and Machinist 1st

EXPRESS EMPLOYMENT PROFESSIONALS • Racine, WI • 5d ago

IT & Engineering

JOB REQUIREMENTS: Job Type: Full-Time | First Shift Pay: \$38.00 \$42.00 per hour (depending on experience) Hours: M-F: 7:00A - 3:30P About the Role We\'re a busy, growing industrial manufacturer that makes precision par...

5d ago

Go to Apply

Senior Software Developer Java

ULINE INC • Pleasant Prairie, WI • 5d ago

IT & Engineering

JOB REQUIREMENTS: Senior Software Developer - Java Pay from \$96,000 to \$148,000 per year Corporate Headquarters 12575 Uline Drive, Pleasant Prairie, WI 53158 Are you ready to design, innovate and lead in a collaborativ...

5d ago

Go to Apply

Sr Data Scientist - ML/AI/Databricks - Remote

Molina Healthcare • Racine, WI • 1w ago

IT & Engineering

1w ago

Go to Apply

Sr Data Scientist - ML/AI/Databricks - Remote

Molina Healthcare • Kenosha, WI • 1w ago

IT & Engineering

1w ago

Go to Apply

2nd Shift Diesel Technician

MASTER FLEET • Caledonia, WI • 1w ago

IT & Engineering

JOB REQUIREMENTS: Diagnose, adjust, repair, or overhaul buses and trucks, or maintain and repair any @type of diesel engines. Includes mechanics working primarily with automobile or marine diesel engines. Job Summary: Ha...

1w 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.