Research Engineer - Data mining and Machine learning
Siemens EDA
Leuven, Belgium
7 uur geleden

Siemens Digital Industries Software is looking for aResearcher in data mining and machine learning techniques for autonomousvehicle applications. Project description

BECAREFUL ( B elgian consortium for E nhanCed s A fety & comfo R t p E rception of F uture a U tonomous vehic L es) is a Flemish research projectfunded by VLAIO.

Four industrial partners (IVEX, XenomatiX, Septentrio andSiemens) work together with two universities, i.e. KU Leuven MECO and TUDarmstadt.

The specific focus of the TESTRTD team of SISW is a) on new data capturing and system monitoring capabilitiesb) data analysis and system diagnosis methods specific for perceived safety andcomfort and c) verification and validation requirements towards comfortable andsafe AVs using Hardware-in-the-Loop (HiL), Human-in-the-Loop (HuiL) andVehicle-in-the-Loop (ViL) environments.

Job description

The candidate will use his / herexpertise in data mining and machine learning, in combination with a backgroundin automated driving.

He / she will research novel algorithms to detect drivingpatterns, events, and passenger comfort-related metrics based on on-road datameasurements.

The outputs of those algorithms will enable the efficientindexing and searching of large-scale driving datasets. Parameter distributionsassociated to common driving scenarios will be derived to obtain deeperinsights in those datasets.

The candidate will define and implement prototypesusing tools such as Python, C, C++, databases, etc.

The candidate will interactwith the project partners and with peers within the RTD team to plan andcoordinate the ongoing research activities.

The candidate will contributeto reporting of project results towards the funding agencies as well asinternal reporting for dissemination of project results to project engineersand ensure alignment with business objectives.

Candidate profile

The candidate will be workingas research engineer in the research team of the Test division in Leuven.

A suitable candidate :

  • Has an MSc. in Engineering (Mechanical, Electromechanical,Computer Science).
  • Is proficient in spoken and written English in view ofcollaboration, presentation and reporting.
  • Skilled in programming languages such as Python,C, C++
  • Experienced in large scale data processing andmining.
  • Has experience with automotive applications.
  • Has a creative and critical mindset towards technicalproblems.
  • Is motivated to work in a result-oriented way and canwork independently within the team.
  • Competences that areconsidered as an additional asset / advantage :

  • Adequate proficiency in spoken and written Dutchconsidering communication with national funding agencies (VLAIO).
  • Ph.D. in a relevant area of expertise.
  • Practicalities

  • The contract will be for a period of 36 months, preferably in thetimeframe July 2021 July 2024 .
  • Company

    Siemens Industry Software (SISW), the leading partner in test and mechatronic simulation in theautomotive, aerospace and other advanced manufacturing industries, helps customersget better products to market faster.

    With a unique combination of mechatronicsimulation software, testing systems and engineering services, SISW tunes intomission critical engineering attributes, ranging from system dynamics,structural integrity and sound quality to durability, safety and powerconsumption.

    With multi-domain and mechatronic simulation solutions, SISWaddresses the complex engineering challenges associated with intelligent systemdesign and model-based systems engineering.

    Thanks to our technology and over1250 dedicated people, SISW has become the partner of choice of more than 5,000manufacturing companies worldwide.

    SISW operates in over 30 key locationsaround the world.

    Based in Leuven, Belgium , SISW has 30 yearsof solid engineering experience with an unrivaled track record in developingand marketing technology breakthroughs that address very real customerchallenges.

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