Algorithm Applied Researcher
Oriient
Tel Aviv District, Israel · Israel · Tel Aviv-Yafo, Israel · Dolj County, Romania
About the job Oriient is solving indoor positioning by turning the Earth's magnetic field into a digital map. We utilize the unique magnetic signatures of buildings, combined with phone-based IMU and magnetometer data. We are looking for an engineer to help us blend classical estimation with learned motion models to achieve meter-level accuracy.
What you’ll work on
- Hybrid Algorithm Development: Developing and refining the localization engine using a mix of classic estimation methods and Deep Learning.
- Signal Analysis: Analyzing and processing signals from the IMU, magnetometer, and barometer to account for real-world noise.
- Full-Cycle Research: Reading academic papers to find new ways to improve convergence and then watching your changes improve accuracy across thousands of buildings.
What we’re looking for
- B.Sc. in EE, Applied Math, or a related field.
- 3+ years of experience in signal processing, estimation, or sensor fusion.
- Experience with Deep Learning for time-series or movement estimation.
- Proficient Python; you care about correctness and seeing your work deployed in large-scale retail and healthcare environments.