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Experienced Data Analyst

MobileyeJerusalem District, IsraelNot specifiedFull-timeSeniority: Senior

Posted 16 days ago · 75 applicants

Salary not listed for this role

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The role in plain words

This role involves defining and developing validation infrastructure, tools, and methodologies for Mobileye's REM mapping and localization engine. Day to day, you will plan advanced validation processes, integrate new features, and write Python scripts to process data and test machine-learning algorithms. You will also coordinate tools from different departments to improve validation efficiency and quality.

Must-have
  • BSc in computer science, Mathematics, or similar field
  • 3+ years of experience in designing, implementing, and automating algorithm validation or software testing, with a focus on performance testing for complex, data-intensive, or machine-learning algorithms
  • Python (NumPy, SciPy, Matplotlib, Pandas)
  • Strong analytical capabilities and experience in data processing
  • Knowledge in descriptive statistics, probability, and statistical inference
Nice-to-have

    Extracted from the job description · kept up to date automatically

    Who this suits

    This position suits an experienced professional with a degree in Computer Science or Mathematics and at least 3 years of experience in algorithm validation and Python data processing. It is less ideal for beginners or those seeking non-technical roles without a background in statistics and software testing.

    Full job description

    Original listing · kept for reference

    You will be part of Mobileye's REM department. Mobileye’s Road Experience Management (REM) is an end-to-end mapping and localization engine which is used for full autonomy capabilities and services.

    Generating validation process and methodologies for such a technology giant is challenging, sufficient & enriching work.

    Since we are dealing with a complex system based on machine learning and image processing, the analysis and validation processes require deep thinking as well as advanced technical and analytic abilities.

    You will be responsible for defining and developing validation infrastructure, tools and methods using cutting edge technology and cloud-based application.

    You are welcome to read more about our group ->> https://www.mobileye.com/our-technology/rem/

    What will your job look like?

    • Participate in planning and implementation of advanced validation Processes

    • Define and implement end-to-end validation tools and methods with advanced geometric calculations, logics, and heuristic

    • Integrating new features into existing Validation Processes

    • Improving sensitivity, efficiency, effectiveness, and quality of validation processes

    • Management and prioritization of daily tasks

    • Integration of tools and algorithms from different departments in the company and applying them into our validation infrastructure

    All you need is:

    • BSc in computer science, Mathematics, or similar field

    • 3+ years of experience in designing, implementing, and automating algorithm validation or software testing, with a focus on performance testing for complex, data-intensive, or machine-learning algorithms.

    • Experience with Python (NumPy, SciPy, Matplotlib, Pandas)

    • Strong analytical capabilities and experience in data processing

    • Knowledge in descriptive statistics, probability, and statistical inference

    • Ability to juggle multiple tasks

    • Broad vision and a systematic approach

    • Thoroughness and attention to details

    • Independence, ability to learn new material quickly

    • Fluent English

    Mobileye changes the way we drive, from preventing accidents to semi and fully autonomous vehicles. If you are an excellent, bright, hands-on person with a passion to make a difference come to lead the revolution!

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    Questions about this role

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    Mobileye
    Posted 16 days ago · 75 applicants
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