Ai Co-op
3 weeks ago
About Us
Synaptive Medical is a Canadian medical device company, based in downtown Toronto, focused on supporting healthcare professionals and systems in patient diagnosis and treatment. Synaptive’s suite of products include MRI, surgical planning, navigation, and robotic visualization - all of which can be seamlessly combined or used independently in the operating room. The company has a number of opportunities for innovative people to join the team and share in the development of technologies to solve surgical and imaging challenges in patient care.
The Opportunity
We have a new and exciting opportunity for an Engineering Co-op to work on a new medical device. This is a great opportunity to exercise your breadth of engineering knowledge to help bring the latest technology to the market.
We are looking for someone who enjoys getting their hands dirty with rapid prototyping and hands-on troubleshooting and experimentation. You will be involved in several of Synaptive Medical’s projects, including:
- Neural Net / AI-based image recognition and segmentation project used in Synaptive Medical’s medical devices, particularly, improving multiple aspects of our image analysis systems such as training data preprocessing, synthetic data generation, code refactoring, etc.
- Data processing pipeline improvement project, particularly experimentation with several open-source tools and also in the implementation of new automated validation and verification scripts
What You’ll Do
- Implement multiple improvements to current synthetic data generation algorithms
- Implement automated scripts for evaluating the prediction accuracy of different synthetic data generation approaches
- Improve the organization of training data through a file store or file repository
- Make improvements in automated labeled data generation scripts
- Make improvements in the data processing pipeline automated verification framework
- Perform integration and analysis of third-party image processing tools and libraries
What You’ll Need
- Experience with Python programming language
- Experience with Machine Learning and AI
It’d Be Amazing If You Had
- Knowledge of TensorFlow library
- Knowledge of Jupyter Lab
- Experience with R or R Studio
- Experience with Latex
- Experience with Shell scripting
- Experience with C++ or similar object-oriented programming language
About You
- Self-motivated and self-managing
- Inherent attention to detail
- Ability to work both independently and on a team
- Ability to successfully work under tight project deadlines
- Ability to communicate clearly and effectively
COVID-19 Considerations
Diversity & Inclusivity
Synaptive is based out of one of the most diverse countries in the world. This includes differences related to race, ethnicity, national origin, gender, gender expression and presentation, sexual orientation, religion, age, ability and socioeconomic status. To us, diversity is one our strongest assets to our organization. We commit ourselves to promoting the recognition and appreciation of our diverse and rich culture. We believe that it is critical to our success to promote freedom of thought and opinion in a respectful environment. The decisions we make are rooted by respectfully considering each other’s thoughts and opinions and by working towards a greater common goal, saving lives.
Accommodation
How to Apply
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