Senior ML & Data Engineer

Our science team is a development team that works in the highest standard of production. The team is responsible for the analytic services for the product which integrates algorithms such as machine learning, signal processing, and more.

As a Senior Data Engineer you will:

• Contribute to the scientific repository, including developing algorithms, exposing functionalities through the API, and verifying professional deployment processes.
• Design and implement complex ETL and end-to-end data pipelines including data extraction, feature engineering, data quality, and data serving.
• Design and implement proper data and storage solutions based on the latest technologies.
• Implement offline distributed processes for batch processing.
  
  

About Onestep

In the 21st century, people are living longer but not necessarily better. One of the key indicators of our physical and cognitive health is our mobility (aka gait), however - mobility is hard to measure, and is therefore often neglected.

At OneStep, we are equipping patients and providers with gait analysis that fits the 21st century, offering a process as quick and simple as using a bathroom scale, yet as insightful and revealing as a blood test. Onestep’s breakthrough seamlessly collects data from the variety of motion sensors in our smartphones (and smartwatches) and interpolates that in real time to measure gait. Simply carrying your smartphone in your pocket and walking a few steps can provide an accurate gait analysis within seconds. Our technology is FDA-listed, clinically validated, and uniquely measures real-life gait continuously, 24/7.

Today, we are proud to support dozens of healthcare providers across the rehabilitation field, allowing them to offer proactive & precise care that improves outcomes, saves clinician time, boosts patient engagement and offers new revenue opportunities. However, this is just the beginning of our journey. As the years go by, we are humbled by the amount of new insights and connections that are unlocked between gait and health. We are paving the way for a future where everyone can measure their gait effortlessly - to help millions of individuals not only live better lives but also feel profoundly healthier, empowered, and mindful of their motion.

We offer:

Dynamic Team Environment: Join a team of smart, talented, and driven individuals who inspire for excellence but haven’t forgotten how to have fun and enjoy the way.

Meaningful Impact: Contribute to a product that significantly improves the lives of clinicians and patients daily, making a positive difference in the world.

Professional and Personal Growth: Opportunities abound for your development, both in your career and as an individual, with support and resources dedicated to your growth.

Rewarding Compensation: Enjoy a salary and benefits that recognize your contributions and ensure your well-being.

Welcoming Workspaces: Experience our hybrid work model, featuring a dog-friendly office and beautiful sea views, designed to inspire creativity and collaboration.

Requirements:

Qualifications:

• B.Sc. in Computer Science or a similar field
• 5+ years of experience with Python and strong coding skills
• Industry experience with building data platform
• Experience with Databases, SQL and NoSql, and Data modeling
• Experience with DevOps in AWS technologies (or other cloud technologies)
• Knowledge in Linux, docker, and K8S
• Working knowledge of CI\CD
• Experience with Hadoop and Spark - advantage.
• Experience with building Machine Learning models is an advantage
• A self-learner, independent problem solver who thinks creatively
• Strong sense of responsibility and willingness to do good
• An effective team member, good communication skills, great interpersonal skills, and fun to work with!
  
  

Perks:

• Flexible hours
• Work from our Tel Aviv office