Humata Health · 3 weeks ago
Senior Software Engineer (Python)
Winter Park, FL
Full-time
Hybrid
Senior Level
5+ years expHumata Health is creating a product to automate prior authorization document processing for health insurance companies. They are seeking a skilled Senior Software Engineer - Python Developer to design, develop, and maintain AI-powered healthcare technology solutions, focusing on machine learning operations and Python-based backend systems.
Artificial Intelligence (AI)Health Care
Responsibilities
Develop scalable, high-performance Python applications that can handle significant data volumes and interface over gRPC
Design, build and maintain highly observable Python microservices that work seamlessly with our Golang service backend
Create reproducible, scalable, and monitored ML workflows from experimentation to production
Implement robust data processing pipelines for healthcare data
Build and maintain RESTful APIs and backend services that integrate with our ML systems
Collaborate with data scientists to operationalize models and improve model performance
Establish MLOps best practices, including CI/CD for ML, model versioning, and monitoring
Troubleshoot, debug, and optimize existing ML systems for performance and reliability
Work with cross-functional teams to define requirements and implement new features
Mentor junior engineers and contribute to engineering excellence
Qualification
Required
Bachelor's degree in Computer Science, Software Engineering, or related field
5+ years of professional Python development experience in production environments
Proven experience building and maintaining Python applications at scale
3+ years of experience with ML frameworks (TensorFlow, PyTorch, scikit-learn)
Strong experience with MLOps practices and tooling (model versioning, feature stores, experiment tracking)
Experience deploying and monitoring ML models in production environments
Proficiency with containerization (Docker) and orchestration (Kubernetes)
Experience with cloud platforms (AWS, GCP, or Azure) and their ML services
Strong understanding of data processing techniques and libraries (Pandas, NumPy)
Proficiency with version control systems (Git) and CI/CD pipelines
Strong problem-solving skills and attention to detail
Excellent communication and teamwork skills
Preferred
Experience optimizing Python code for performance and scalability
Familiarity with healthcare data standards (e.g., FHIR, HL7) and PHI regulations
Experience with distributed computing frameworks (Spark, Dask)
Knowledge of database technologies (PostgreSQL, MongoDB)
Experience with Python web frameworks (Django, Flask, FastAPI)
Understanding of microservices architecture
Previous experience in healthcare technology or related fields
Understanding of Agile development methodologies
Experience with automated testing for ML systems and Python applications
Familiarity with model interpretability techniques and tools
Benefits
Unlimited PTO
401k program with employer match
Company
Humata Health
Humata Health is an AI-enabled deep clinical integration that creates prior authorizations for payers and providers using AI and automation.
51-200 employees
H1B Sponsorship
Humata Health has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (1)
Funding
Current Stage
Growth StageTotal Funding
$25M2024-06-20Series A· $25M
Recent News
Company data provided by crunchbase