Senior Software Engineer (Python)
Description For Senior Software Engineer (Python)
Humata Health Inc. is revolutionizing healthcare by developing AI-powered solutions for automating prior authorization document processing. As a Senior Software Engineer specializing in Python and ML Engineering, you'll be at the forefront of building scalable healthcare technology solutions. The role combines Python development expertise with machine learning operations, requiring proficiency in ML frameworks, MLOps practices, and cloud platforms. You'll work on developing high-performance applications, implementing ML workflows, and building robust data processing pipelines for healthcare data. The position offers a flexible work environment with both remote and hybrid options, comprehensive benefits including equity, and the opportunity to work with cutting-edge technology in the healthcare sector. The ideal candidate will have 5+ years of Python experience and strong ML background, contributing to both technical excellence and team growth through mentorship.
Responsibilities For Senior Software Engineer (Python)
- 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 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 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
Requirements For Senior Software Engineer (Python)
- 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
- 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
Benefits For Senior Software Engineer (Python)
- Comprehensive benefits
- 401k program with employer match
- New office in Winter Park, FL
- Work From Home/Remote options
- Inclusive culture
- Employee Stock Option Plan
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