What we’re making: We are creating a product that will allow health insurance companies to automate prior authorization document processing responsibly.
What we're looking for: Humata Health Inc. is seeking a skilled and passionate Senior Software Engineer - Python Developer (ML Engineering/MLOps) to join our innovative team. In this role, you'll be a key contributor to designing, developing, and maintaining our AI-powered healthcare technology solutions, with a focus on machine learning operations, model deployment, and Python-based backend systems that power our healthcare platform at scale.
Location: Florida, US; Remote, US
✅ 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
Role Requirements:
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:
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
🚀 Why Join Humata Health?
Impactful Work: Contribute to innovative solutions that improve healthcare efficiency and patient outcomes
Remote Flexibility: Enjoy working remotely while being part of a collaborative team, with access to our new office in Winter Park, FL
Competitive Compensation: Enjoy competitive base compensation, equity through our Employee Stock Option Plan, and bonus-eligible roles
Comprehensive Benefits: Full benefits package including unlimited PTO and 401k program with employer match
Growth Opportunities: Advance your career in a fast-paced, high-impact environment with ample professional development
Inclusive Culture: Join a diverse workplace where your ideas and contributions are valued
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Pay Transparency
Humata Health will provide pay transparency information upon application to those in qualifying jurisdictions.
Our salary ranges are based on competitive pay for our company’s size and industry. They are one part of the total compensation package that may also include equity, variable compensation, and benefits. Individual pay decisions are ultimately based on several factors, including qualifications, experience level, skillset, geography, and balancing internal equity.
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Humata Health is proud to be an equal-opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, age, sex, marital status, ancestry, neurotype, physical or mental disability, veteran status, gender identity, sexual orientation or any other category protected by law.
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Join us in our mission to transform healthcare while building a life that works in harmony both in and outside the office.
Top Skills
What We Do
Solving Prior Authorization on Both Sides of the Fax Machine:
Humata is revolutionizing Prior Authorization and Utilization Management with cutting-edge AI and automation. Our commitment is to deliver a seamless, efficient, and automated workflow for healthcare providers and payers.
At Humata, we transcend traditional automation, addressing the complexities of prior authorizations with a powerful blend of AI, automation, and unparalleled payer connectivity. This transformative approach revolutionizes the entire end-to-end experience, setting a new standard for the prior authorization and utilization management process.
Humata's mission for providers and payers is to make 90% of PA touchless, enable processing to be completed in <2 minutes when human intervention is required, and bring complete transparency for patients throughout the process
