Senior Software Engineer developing high - performance C++ libraries for Motion Planning team. Contributing to automated driving technology for Ford vehicles at Latitude AI.
About the role
- Senior Software Engineer at Humata Health developing scalable Python applications and ML workflows for innovative healthcare solutions. Collaborating with data scientists and cross-functional teams for efficiency and performance.
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
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
Benefits
- 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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