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

Molina Healthcare • Fort Worth, TX • 8h 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: $107,028 - $250,446 / ANNUAL

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

Go to Apply

Early Career Electrical Engineer - Circuit Design- Level 2

Lockheed Martin • Grand Prairie, TX • 16h ago

IT & Engineering

Description: Lockheed Martin Missiles and Fire Control is seeking a highly skilled and motivated Full-Time Early Career Circuit Card Design Engineer in Dallas, TX. As a key member of our electrical engineering team, you...

16h ago

Go to Apply

Aeronautical Engineer (Structures) - Early Career

Lockheed Martin • Fort Worth, TX • 17h ago

IT & Engineering

Description: By bringing together people that use their passion for purposeful innovation, at Lockheed Martin we keep people safe and solve the world's most complex challenges. Our people are some of the greatest minds i...

17h ago

Go to Apply

AI Software Engineer - Developer Experience

U.S. Bank • Irving, TX • 18h ago

IT & Engineering

At U.S. Bank, we're on a journey to do our best. Helping the customers and businesses we serve to make better and smarter financial decisions and enabling the communities we support to grow and succeed. We believe it tak...

18h ago

Go to Apply

AI & High Performance Computing (HPC) Network Senior Engineer

Accenture • Irving, TX • 18h ago

IT & Engineering

We are looking for a Network Engineer to design, deploy, and troubleshoot high-throughput, low-latency networks that support large-scale AI training and inference workloads. In this role, you'll work at the intersection...

18h ago

Go to Apply

Engineering Supervisor

Omni Hotels • Irving, TX • 23h ago

IT & Engineering

Location Las Colinas Hotel Omni Las Colinas Hotel, formerly Omni Mandalay Hotel at Las Colinas, invites guests to experience the completion of a $13-million-dollar renovation to common space amenities provides a fresh, e...

23h 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.