Staff Machine Learning Engineer, Arine
$180-200k
Comprehensive medication management
Open for applications
Comprehensive medication management
201-500 employees
Open for applications
$180-200k
201-500 employees
Company mission
To ensure that every individual receives the safest, most effective and most appropriate treatment for their unique and evolving healthcare needs.
Role
Who you are
- Masters or PhD degree in Computer Science, Physical Sciences, or related field
- Demonstrated ability to train Deep Learning models using large datasets and deploy models into commercial software products
- Strong solution architecture skills and experience designing end-to-end ML systems that integrate with existing software platforms
- Meaningful experience (5+ years) working with healthcare data (e.g., medical and pharmacy claims data)
- Experience with PyTorch, Python, scikit-learn, pandas, NumPy, and Snowflake SQL
- Experience working cross-functionally to define analyses objectives and deliver analytical results
- Demonstrated ability to work independently, exercise good judgment, prioritize multiple projects, and problem solve under tight deadlines and resource constraints
- Excellent written, interpersonal communication and presentation skills, including ability to present complex technical concepts in a clear, concise manner to audiences with varying levels of technical understanding
- Experience deploying on AWS with relevant automation services: Batch, Step Function, Lambda, EventBridge. Experience with Cloud Formation is a plus
- Ability to pass a background check
- Must live in and be eligible to work in the United States
What the job involves
- This role will involve deriving insights at scale from large, diverse real-world health datasets to support Arine's mission to improve patient outcomes and lower costs of healthcare at scale
- This is a dynamic role and an amazing opportunity to help shape the company from the ground up, with many growth opportunities
- The Data Science team has very feature-rich, large volumes of medical claims datasets and work collaboratively and cross-functionally, including with an experienced team of in-house clinicians, health economics and outcomes researchers, engineers, and digital health entrepreneurs
- Develop and deploy advanced predictive ML models and AI-based tools into Arine’s medication management platform
- Automate model training, evaluation, inference, and monitoring
- Establish and maintain a clean code base
- Create presentations and reports to communicate updates to the Data Science team and cross-functional stakeholders
- Participate in critical reviews within the Data Science team on everything from methods used to implementation strategy and code
Our take
Medication mismanagement costs the healthcare industry a huge amount of money every year, and what's more, it has a significant impact on patient outcomes. Arine solves this problem with its comprehensive medication management solutions.
Arine was founded by an experienced team of health experts and senior developers, whose joint expertise has shaped the platform considerably. Arine improves ROI for health plan providers, while improving patient satisfaction and reducing readmission rates. Confidence in Arine's tech is riding high in the industry, with the company raising an impressive amount of funding since its launch.
The health plan industry is changing rapidly, with many startups looking to disrupt outdated processes. However, Arine's considerable impact, financial backing and naming on the Inc 5000's 2024 list of fastest-growing private companies is a testament to its continued scalability.
Freddie
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (2 rounds)
Aug 2022
$18.5m
SERIES B
Oct 2021
$11m
SERIES A
Total funding: $29.5m
Company benefits
- Medical, dental & vision Insurance
- Flexible vacation
- Arine's 401k or Roth 401k benefit
- Remote
Company HQ
Financial District, San Francisco, CA
Leadership
Yoona Kim
(Co-Founder & CEO)Was Associate Director of Health Economics & Outcomes Research at Gilead Sciences. Also served as Head of Clinical Modeling & Analytics at Proteus Digital Health.
Penjit Moorhead
(Co-Founder & CTO)Worked as a Senior Developer Analyst at Lehman Brothers, and was a Senior Software Developer at Stanford Linear Accelerator Center. Then joined Proteus Digital Health as a Data Scientist.
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