Software Engineer
Software Engineer
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Job Description
Job Description Summary
The Caption Health SBU focuses on clinical applications that aid in early disease detection using AI to assist in conducting ultrasound scans.The Software Engineer helps port machine learning models into our cross-platform SDK. This role bridges the gap between Python-based model development and C SDK integration ensuring high-performance inference across iOS Android Linux and Windows platforms.
Job Description
Essential Responsibilities:
- Port ML models (primarily PyTorch and TensorFlow exported to ONNX) into our C SDK.
- Translate and optimize Python-based postprocessing logic into performant C code.
- Collaborate with ML scientists to understand model behavior and ensure fidelity in deployment.
- Optimize inference performance for mobile and desktop platforms considering memory latency and compute constraints.
- Maintain clean modular C APIs that expose ML functionality to client applications.
- Write unit and integration tests to validate model outputs and SDK stability.
- Participate in architectural discussions and provide technical guidance to help the team make well-informed decisions regarding feature implementation.
- Write clean maintainable and well-documented code with an emphasis on scalability and performance.
- Other duties as assigned.
Basic Qualifications:
- Bachelors degree or equivalent practical experience in Computer Science Engineering or a related technical field.
- 3-5 years of experience working as a software engineer with a proven track record of working with software development kits (SDKs) and client-side applications
- 3-5 years of experience in C development with a focus on SDKs or embedded systems.
- Proficiency in Python especially for understanding and translating ML pipelines.
- Familiarity with mobile development constraints (iOS/Android) and cross-platform build systems.
- Strong debugging and performance profiling skills.
- Experience with AI/ML integration or development within software systems is highly preferred.
Preferred Qualifications:
- Experience with model quantization pruning or hardware acceleration (e.g. Metal NNAPI).
- Experience deploying ML models using ONNX Runtime TensorFlow Lite or similar frameworks.
- Familiarity with medical imaging or real-time signal processing.
- Exposure to CI/CD pipelines for ML model validation and SDK packaging.
Additional Information
GE HealthCare offers a great work environment professional development challenging careers and competitive compensation. GE HealthCare is anEqual Opportunity Employer. Employment decisions are made without regard to race color religion national or ethnic origin sex sexual orientation gender identity or expression age disability protected veteran status or other characteristics protected by law.
GE HealthCare will only employ those who are legally authorized to work in the United States for this opening. Any offer of employment is conditioned upon the successful completion of a drug screen (as applicable).
While GE HealthCare does not currently require U.S. employees to be vaccinated against COVID-19 some GE HealthCare customers have vaccination mandates that may apply to certain GE HealthCare employees.
Relocation Assistance Provided: No
Employment Type
Full-Time
