ADAS/AD Data Mining Analyst

Employer
Jaguar Land Rover
Location
Gaydon
Salary
To define
Closing date
9 Oct 2021

View more

Discipline
Automotive
Sector
Automotive Industry
Job Type
Engineer

Job Details

Job description:

WHAT TO EXPECT

This position is within the ADAS Validation and Verification team. As well as this, it sits in the wider ADAS strategy and is heavily dependent on making data-driven decisions during product development and validation. As the Data Engineer within ADAS, you will identify, design and implement process improvements in data pipelines. You will be supporting with automated objective performance assessment and several defects with data-driven root cause analysis.

You will identify where data-driven approaches can be applied to ADAS testing and develop feature extraction code Python to extract features of interest from data and apply statistical and machine learning tools to data features and provide recommendations to engineering delivery teams. Furthermore, provide direction and guidance to the wider team to ensure the effective widespread use of tools and processes.

You will help translate business problems into data analytics requirements and solutions that deliver value through analysing and processing data, building, and maintaining models and report templates, and developing dynamic, data-driven solutions.

Key Accountabilities and Responsibilities

* Rapidly understand where data-driven approaches can be applied to ADAS testing
* Apply statistical and machine learning tools to data features and provide recommendations to engineering delivery teams
* Provide direction and guidance to the wider team to ensure the effective widespread use of tools and processes

WHAT YOU'LL NEED

You must have the ability to design, create, test, and maintain data pipelines to support analytics projects. Having the ability to identify, design and implement processes of improvements in data pipelines is essential. Through these projects, you will operate as a developer within a scum team and have an understanding of all aspects of scrum protocols. You must be able to assemble complex datasets for a range of applications and teams across the business.

Knowledge, Skills and Experience

* Previous experience and knowledge of modern programming languages and scripts
* You will require strong experience in Python development
* A good knowledge of Java development experience
* The ability to operate the Google Cloud platform thoroughly

Company

Innovative. Trusted. Pioneering. These three qualities have always summed up Jaguar Land Rover. They have been encapsulated within the performance, luxury and excellence of all our products. They are what every person working for us lives and breathes.

We have been automotive industry pioneers for more than six decades. Jaguar debuted in 1935. Land Rover made its celebrated entrance in 1948.

From then until now, we have been at the forefront of technical innovation in all areas of vehicle development. Through our revolutionary technologies, performance and craftsmanship, we have pushed the boundaries of what the industry considers possible over and over again. Our efforts have led to some of the most iconic nameplates ever to grace the road.

With an ever-evolving history and exhilarating future, this is the place to drive your pursuit for success. This is where you'll push the boundaries of your potential. This is where you'll put excellence in motion.

Find Us
Location
Coventry
Warwickshire
CV3 4LF
United Kingdom

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