Enchannel Medical is looking to enhance the quality-of-life of cardiac arrhythmia patients by innovating and developing new research and product features for their cardiac electrophysiology mapping system.
Requirements
Skilled in developing simulation workflows that combine machine learning and physics-based modeling, enabling accelerated solutions for complex systems.
Expertise in data-driven model validation and simulation acceleration using PINNs or its variants for time-domain and parametric physical problems.
Strong programming skills in languages such as Python, MATLAB.
Experience with ML libraries such as OpenCV, TensorFlow, and PyTorch.
Broad understanding of machine learning, deep learning, and statistical techniques.
Strong problem-solving abilities, with the capacity to develop innovative solutions for complex technical challenges.
Strong verbal, written, and listening skills to work effectively across multidisciplinary teams; able to explain complex technical concepts clearly and foster open, constructive communication.
Responsibilities
Develop biophysics-based simulations to predict optimal ablation sites and optimize the simulation compute resources using statistical, machine learning (ML), and optimization techniques to provide real-time feedback.
Analyze and interpret complex cardiac signals.
Develop innovative simulation solutions and collaborate with cross-functional teams to integrate simulation outcomes into the software stack.
Collaborate with the software engineering team to implement algorithms and ML solutions into computationally efficient, “real-time” operations.
Evaluation, adoption, and refinement of prototype algorithms developed by our engineers, scientists, and consultants.
Maintain, update, and document design requirements throughout the entire system life cycle.
May be required to actively contribute to regulatory filings, patent applications and other industry related publications.
Other
5+ years of related experience and a Bachelor’s and/or Master’s degree, and/or PhD in a scientific/engineering discipline; or equivalent combination of education and experience.
Demonstrates a results-driven mindset with the ability to prioritize, manage changing project requirements, and perform effectively under pressure in a fast-paced startup environment.
Skilled in time management, planning, and coordination to handle significant workloads, meet deadlines, and deliver high-quality outcomes with attention to detail and accuracy.
Understands role responsibilities and maintains a proactive commitment to professional development, continuous improvement, and achieving successful results through teamwork and flexibility.
Must demonstrate mutual respect, ongoing communication, and a positive outlook with both internal team members and customers
