Data Scientist V

MedImpact Healthcare Systems6 months ago
San Diego, California, United States
On-site
Full-time
Junior Level (1-3 years)

Job Description

Position Overview

MedImpact Healthcare Systems, Inc. is looking for extraordinary people to join our team!
This role supports our mission to deliver leading edge pharmaceutical and technology solutions that dramatically improve healthcare value.Exemption Status: United States of America (Exempt)
Compensation: $131,188 - $183,664 - $236,139
“Pay scale information is not necessarily reflective of actual compensation that may be earned, nor a promise of any specific pay for any selected candidate or employee, which is always dependent on actual experience, education, qualifications, and other factors. A full review of our comprehensive pay and benefits will be discussed at the offer stage.”

Note:

This position is not eligible for Sponsorship. Work Location is Onsite – San Diego. Minimal travel may be required for local conferences and meetings.

Why join MedImpact? We value innovative professionals with top-notch skills who thrive on opportunity, high performance, and teamwork. At MedImpact, you’ll help shape solutions that optimize satisfaction, service, cost, and quality in the healthcare industry.

Key Responsibilities

  • Work with Application Development & Support teams as a data science and AI subject matter expert and architect to develop scalable AI solutions.
  • Design and develop predictive and prescriptive analytics for various use cases such as drug spend forecasting, insurance plan performance optimization, medication fraud/waste/abuse detection and prevention, preventive care, and personalized treatment planning.
  • Fine-tune and customize LLMs to simplify manual processes in healthcare systems, e.g., prior authorization rule extraction from guideline documents and data exchange file checking.
  • Collaborate with domain experts to validate results and model performance.
  • Design, develop, and test code at all layers to ensure end-to-end functionality of AI systems.
  • Create and maintain system design documentation.
  • Deploy and integrate AI systems into the production environment.
  • Build and maintain workflow frameworks for AI performance monitoring and automated feedback loops for continuous improvement.
  • Initiate and drive projects to completion independently, assuming full end-to-end accountability for deliverables.
  • Promote and enable the adoption of technical advancements in Data Science to elevate practices at MedImpact.
  • Act as a thought partner to senior leaders, providing recommendations and evangelizing data-driven business decisions.
  • Partner with cross-functional teams on large-scale strategic projects across departments.
  • Provide technical guidance and mentorship to less-experienced team members, leading code/design reviews as needed.

Required Qualifications

  • Bachelor’s degree (BS/BA) with 10+ years’ experience or an equivalent combination of education and experience, including 6 years as a subject matter expert in related areas.
  • 3+ years in a technical leadership role leading data science and AI engineering teams.
  • Proven track record of leading AI solutions from ideation through implementation, production, and value realization.
  • 2+ years of experience developing predictive and prescriptive analytics in pharmacy benefit management.
  • Familiarity with healthcare data and systems, including knowledge of prior authorization and pharmacy benefit adjudication processes.
  • Extensive experience with databases, SQL, and programming languages such as Python or Java.
  • Thorough understanding of data science methodologies, the software development life cycle, and agile development best practices.
  • Deep understanding of AI/ML/NLP principles, including generative models and advanced topics like transformers, LLMs, and text embeddings.
  • Proficiency with deep learning frameworks (e.g., Pytorch, TensorFlow) and tools such as MLP, LangChain, and HuggingFace.
  • Exposure to AI automation platforms and reinforcement learning, alongside supervised and unsupervised machine learning paradigms.
  • Excellent problem-solving skills with the ability to think critically and creatively to develop innovative AI solutions.
  • Strong communication skills to effectively convey complex technical concepts to diverse audiences.
  • Proven ability to prioritize and manage multiple projects to ensure on-time and on-budget delivery.
  • Solid business acumen with an understanding of market dynamics, competition, and strategic alignment.
  • Reasoning Ability: Capable of interpreting complex technical instructions, defining problems, collecting data, and drawing valid conclusions.
  • Mathematical Skills: Proficient with probability, statistical inference, and other mathematical concepts needed for analysis and design.
  • Language Skills: Adept at reading, analyzing, and interpreting complex scientific, technical, and legal documents.

Benefits & Perks

  • Medical / Dental / Vision / Wellness Programs
  • Paid Time Off / Company Paid Holidays
  • Incentive Compensation
  • 401K with Company Match
  • Life and Disability Insurance
  • Tuition Reimbursement
  • Employee Referral Bonus

Required Skills

Predictive Analytics
Transformers
Python
Prescriptive Analytics
Data Science
Java
LLMs
Generative AI
HuggingFace
Deep Learning
TensorFlow
Pharmacy Benefit Management
AI/ML
NLP
LangChain
SQL
Pytorch