DevJobs

Data Science Student

Overview
Skills
  • Python Python
  • Deep learning Deep learning
  • Excel
  • Computer Vision

Insightec is a growing medical technology company transforming patient lives through innovative incisionless surgery.

Our culture is as unique as our people, a diverse global team, with different ideas, skills, interests, and cultural backgrounds driven by our core values – Our Patients, Integrity, Team, Quality and Innovation.

Our dedication to making a real impact on the lives of millions of people and paving the path to a bright future for healthcare, is what bonds us as a Team.

We are growing at a rapid pace, working in a dynamic collaborative environment to deliver successfully while believing and driving a life-work balance philosophy that encourages our employees to do things that are meaningful outside of work.

We are no longer a small startup and not yet a large enterprise, every role is significant, your voice is heard, and your ideas are encouraged. We challenge and empower our people to be great at what they do while providing a flexible work environment.


Walking through our corridors, you will be inspired by stories of career journeys at Insightec. We take pride in growing internal talent and encourage our employees to achieve their professional ambitions.

With over 450 employees in Israel - Haifa and K. Ono, Miami and Dallas, Shanghai, Tokyo and Europe, we offer in each region competitive perks and benefits.

Do the most meaningful work of your career by joining us on our mission to transform tomorrows, today.


What you will be doing:


We are looking for a motivated and enthusiastic Data Science Student to support our AI and data management efforts. The role involves data collection and preparation, Deep Learning models architecture design, implementation, training, and evaluating algorithm results mainly in the medical imaging domain. Additionally, you will help with other data-related tasks as needed to support our operations.

Key Responsibilities:

  • Data Collection: Gather, organize and prepare (including augmentation) data from various storage locations using tools such as Excel and Python scripting. Develop Python code for automatic data collection.
  • Deep Learning Models – Implementation and Training: Analyze to decide what kind of model to use, implement it, train it and adapt to improve the model results.
  • Evaluate Model Results: Visually and empirically assess AI model and other computer vision algorithms' outputs, providing feedback and scoring to improve model performance.
  • Assist in Other Data-Related Tasks: Organize data from different sources, clean it and implement automatic data collection and preparation pipeline scripts.
  • Working according to Insightec Quality Policy, relevant Quality Procedures & Standards, and privacy & safety rules.


What you have:

  • Master's (second-degree) student in Engineering or Science fields, or a related field (or equivalent experience), Medical related field may be advantage.
  • Background in Excel and (fluent) Python scripting.
  • Background in Deep Learning models – implementation, training and evaluation.
  • Background in Computer Vision models is an advantage
  • Ability to analyze and interpret data, providing meaningful insights about the correct model to use and feedback on AI model performance
  • Structured and systematic approach to tasks
  • Ability to work well with others in a team environment.
  • Eagerness to acquire new knowledge and skills



Insightec