Software Engineer- data analysis/mining

Inria
May 06, 2023
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2023-05840 - Software Engineer- data analysis/mining

Contract type : Fixed-term contract

Level of qualifications required : Graduate degree or equivalent

Fonction : Temporary scientific engineer

Level of experience : From 3 to 5 years

About the research centre or Inria department

The Centre Inria de l'Université de Grenoble research center groups together almost 600 people in 22 research teams and 7 research support departments.

Staff is present on three campuses in Grenoble, in close collaboration with other research and higher education institutions (Université Grenoble Alpes, CNRS, CEA, INRAE, …), but also with key economic players in the area.

Centre Inria de l'Université Grenoble Alpe is active in the fields of high- performance computing, verification and embedded systems, modeling of the environment at multiple levels, and data science and artificial intelligence. The center is a top-level scientific institute with an extensive network of international collaborations in Europe and the rest of the world.

Context

Context. eMob-Twin is a Prof-of-Concept project in relation with the Scale-FreeBack ERC Advanced Grant awarded to Carlos Canudas-de-Wit during 2016-22, and hosted by the CNRS. The project will be conducted within the DANCE research group (which is a joint CNRS (GIPSA-lab)-INRIA team). eMob- Twin is a digital twin for electromobility flexibility forecast. eMob-Twin will develop an enhanced multi-layer e‑mobility simulation tool driven by digital twin technology dealing with EVs of all kinds (private vehicles, fleets, and public transport), and the multi-power charging stations. eMob- Twin can be used by companies, stakeholders, and electricity markets for various purposes such as: forecasting e-flexibility, Optimal placement and power-capacity dimensioning of charging stations, assessing charging policies for EV users and energy markets, evaluation of charging strategies for ride- hailing fleet operators, studding the gird resiliency to an increase of EVs penetration rates, etc. Within ERC Scale-Freeback project we have developed a first version of this simulator specifically tailored to the Grenoble metropolitan area. The objective of the eMob-Twin in this project is to make this first platform transferable/adaptable to any other city/metropolis, with the possibility of intelligent parameter calibration via several data-mining novel mechanisms. Besides, we seek also to equipped the simulator with new features (toolboxes) and model improvements (models for driver behaviors) resulting from our theoretical research in electromobility. Finally, eMob-Twin will be equipped with an advanced Web Interface & Data Analysis modules displays the e-mobility network, making it easier for users to choose appropriate input parameters and see the computed results. The interface also enables users to study different scenarios using data-analysis tools. This development will be carried out together with the electromobility group constituted by two PhDs and two research engineers: one on the development of the new version of the eMob platform, which is the topic of this opening.

Assignment

Job description. We are looking for a team player to fill the position of Software Engineer (SE) to support, organize, design and develop, the proof of concept eMob-Twin. In this context, you will integrate a team of researchers and engineers specialized in control systems with a large experience in modeling, prediction and control of traffic systems, and in particular in Electromobility. In particular your Job will be to redesign of the actual software (beta version) which has been tailored to the Grenoble metropolitan area, so that can be portable to any other geographical area and can be automatically calibrated from public sources and other open-source data used in the beta version of the model.

The job is divided in two main parts:

  • Gathering, analyzing, and storing geospatial and public data according to the eMob objective
  • Develop the software to automate this process
  • Main activities

    Specifically, the work will include

  • Lead and coordinate the whole software development together with another web-based software engineer.
  • Oversee the definition of a software modular architecture for the new platform
  • Develop a portable and adaptable version of the software to any other city and geographic metropolitan area,
  • Develop of the data analytic, and data mining engines to be able to automatize as much as possible the process of model calibration
  • Skills
  • A native/near-native command of French (spoken and written).
  • Proficiency in English (to be able to discuss with our international partners)
  • Good planning skills and ability to respect deadlines, and ability to work individually and in a team
  • Benefits package
  • Subsidized meals
  • Partial reimbursement of public transport costs
  • Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave (sick children, moving home, etc.)
  • Possibility of teleworking (after 6 months of employment) and flexible organization of working hours
  • Professional equipment available (videoconferencing, loan of computer equipment, etc.)
  • Social, cultural and sports events and activities
  • Access to vocational training
  • Social security coverage
  • Remuneration

    From 2,652 € (depending on experience and qualifications).

    General Information
  • Theme/Domain : Optimization and control of dynamic systems Web development (BAP E)

  • Town/city : Grenoble

  • Inria Center : Centre Inria de l'Université Grenoble Alpes
  • Starting date : 2023-05-01
  • Duration of contract : 1 year, 6 months
  • Deadline to apply : 2023-05-06
  • Contacts
  • Inria Team : DANCE
  • Recruiter : Canudas-de-wit Carlos / [email protected]
  • The keys to success

    Requirements: Software Engineering degree or higher with the following skills:

  • General skills: software engineering, data analysis, data mining and database
  • Mandatory skills : python/pandas, SQL, Geospatial/geographic Information System (open streetmap), Git
  • Highly recommended skills : Experience in python software development and architecture in the domain of geospatial data analysis, Matlab.
  • About Inria

    Inria is the French national research institute dedicated to digital science and technology. It employs 2,600 people. Its 200 agile project teams, generally run jointly with academic partners, include more than 3,500 scientists and engineers working to meet the challenges of digital technology, often at the interface with other disciplines. The Institute also employs numerous talents in over forty different professions. 900 research support staff contribute to the preparation and development of scientific and entrepreneurial projects that have a worldwide impact.

    Instruction to apply

    How to apply:

    Please send your application including

    Mandatory: Complete CV Mandatory: Letter of motivation (at most one page) – briefly describing the personal experience in the relevant areas (see Candidate Profile). Mandatory: Degrees and lists of grades (translated to English or French) Mandatory: Name and e-mail address of two references (this typically includes your Master thesis supervisor) Topic of Master thesis and report if available through this Jobin website

    Defence Security : This position is likely to be situated in a restricted area (ZRR), as defined in Decree No. 2011-1425 relating to the protection of national scientific and technical potential (PPST).Authorisation to enter an area is granted by the director of the unit, following a favourable Ministerial decision, as defined in the decree of 3 July 2012 relating to the PPST. An unfavourable Ministerial decision in respect of a position situated in a ZRR would result in the cancellation of the appointment.

    Recruitment Policy : As part of its diversity policy, all Inria positions are accessible to people with disabilities.

    Warning : you must enter your e-mail address in order to save your application to Inria. Applications must be submitted online on the Inria website. Processing of applications sent from other channels is not guaranteed.

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