Analytics & ML Engineer III — Healthcare & Government Data

Deloitte France; Arlington (VA); On-site; USD 113,000 - 188,000; Full time

Job summary

Deloitte's GPS practice in the United States is hiring an Analytics and Insights Engineer III to work on the AI & Data team within federal healthcare projects. You will research and deploy data science and ML solutions, translate policy into models, and build production-ready Python pipelines.

You will collaborate with engineers, analysts, and government stakeholders, communicate model performance and limitations, and contribute to auditability and knowledge transfer while delivering

Qualifications

• Bachelor's degree in Statistics, Mathematics, Computer Science, Economics, Physics, Operations Research, or another quantitative field
• 2+ years of experience building and deploying data science or machine learning solutions
• 2+ years of experience conducting research using statistical methods, data science, and machine learning
• Ability to travel 15-20%, on average, based on the work you do and the clients and industries/sectors you serve
• Must be legally authorized to work in the United States without the need for employer sponsorship, now or at any time in the future
• Master's degree or Doctor of Philosophy degree in Statistics, Mathematics, Computer Science, Economics, Physics, Operations Research, or another quantitative field
• Experience with Python and data science or machine learning libraries such as NumPy, pandas, scikit-learn, SciPy, or statsmodels
• Experience with object-oriented programming, version control using Git, testing, and code review
• Experience supporting healthcare or Medicare programs
• Experience working with claims, enrollment, or administrative healthcare data, including Centers for Medicare & Medicaid Services data, ICD codes, CPT codes, or HCPCS codes
• Experience applying probability, statistics, linear algebra, or optimization to ML model development

Responsibilities

• Conduct research and development using programming, statistics, and machine learning in the federal healthcare space
• Translate Medicare policy and operational problems into statistical and machine learning approaches that support production model design and deployment
• Build, validate, tune, and operationalize predictive models with attention to assumptions, bias, leakage, generalization, and performance
• Develop production-quality Python code and machine learning pipelines that are tested, documented, version-controlled, and scalable for large data volumes
• Collaborate with engineers, analysts, subject-matter experts, and government stakeholders to communicate model performance, limitations, and methodology, and to support auditability and knowledge transfer

Skills

Independent work

Communication

Attention to detail

Relationship building

Project leadership

Multitasking

Interpersonal skills

Meeting deadlines

Guidance to others

Education

Bachelor's degree (quantitative field)

Master's/PhD preferred

Tools

Python

NumPy / pandas

scikit-learn / SciPy

statsmodels

Git

Job description

Deloitte's GPS practice in the United States is hiring an Analytics and Insights Engineer III to work on the AI & Data team within federal healthcare projects. You will research and deploy data science and ML solutions, translate policy into models, and build production-ready Python pipelines.

You will collaborate with engineers, analysts, and government stakeholders, communicate model performance and limitations, and contribute to auditability and knowledge transfer while delivering