Experienced Deep Learning Software Engineer - Algorithms & Data - Ramat Gan, Israel
Originally posted 14 September 2026 by the employer — open 6 days.
Work on road perception models.
About the role
This role involves developing models for road perception, transforming multi-sensor inputs into models that understand road geometry and behavior. It sits at the intersection of algorithms, DL models, infrastructure, and data engineering.
What you'll do
- Own road data pipelines end to end, including tools for datasets and databases across S3 and on-prem. - Design algorithms on large-scale vision and multi-sensor data, including geometric reasoning from 2D image space to 3D world space. - Implement and develop algorithms for the AV production system. - Build evaluation tools, algorithms, metrics, and related infrastructures.
What you'll need
- Bachelor's degree in Computer Science or equivalent. - 3+ years in software development and data pipelines. - Familiarity with deep learning and the model development lifecycle. - Strong Python and standard data libraries. - Experience with cloud development and distributed data pipelines.
Skills: deep learning, road perception, multi-sensor data, Python, data pipelines
This role has been open 6 days — well below the 66-day median for AI/ML Hardware Engineering roles.
AI/ML Hardware Engineering · AI ML Hardware
|
Open roles in category
517
|
Median days open
66 d
|
Median salary
$232k
|
See the full market breakdown ▾Category comparison, skills in demand, and who else is hiring
| Metric | Mobileye | All employers we track in this specialty (517 roles · 76 employers) |
|---|---|---|
| Open roles in this specialty | 25 | 517 |
| Open roles in the wider Software, Firmware & Systems family | 95 | 5787 · 143 employers |
| Median days open | 52 d | 66 d (−14 d vs this employer) |
| Median salary (USD postings) | — | $232k |
Skills observed across this category: deep learning, road perception, multi-sensor data, Python, data pipelines
Who's hiring in this category
- Qualcomm · 106 open roles · median 98 d
- NVIDIA · 85 open roles · median 66 d
- AMD · 43 open roles · median 61 d
- Micron Technology · 32 open roles · median 38 d
- Mobileye (this employer) · 25 open roles · median 52 d
- Analog Devices · 14 open roles · median 23 d
How we counted: 517 open AI/ML Hardware Engineering (AI ML Hardware) roles from 76 employers tracked in the SemiconductorJobs index, counted 20 Sept 2026. Specialty figures count only roles carrying this exact specialty label, so an employer's related work in neighbouring specialties is not included there — it is counted in the wider Software, Firmware & Systems family row. Figures refresh nightly.