Master Thesis: Data extraction in datasheets using Deep Neural Networks

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Master Thesis: Data extraction in datasheets using Deep Neural Networks

At a glance

You are a student (m/f/div)* in the field of Electrical Engineering and want to write your Master Thesis in the field of Machine learning/Artificial intellingence? Then apply now and be the part of an international team.

Quick info

Location
Villach

Entry level
Thesis support

Job ID
39510

Start
Oct 01, 2019

Type
Full time

Contract
Temporary

Job description

Machine learning/Artificial Intelligence has the potential to accelerate technological advances in leaps and bounds. The aim of this project is use machine learning to extract data from datasheet used in engineering and in turn eliminate manual input of data and human error.
In this role your primary responsibility is to develop and design the neural network for such a tool.
In your new role you also will:

  • Data generation required for training machine learning
  • Developing new neural network to perform very specific task in data recognition and extraction
  • Speed up Pareto-front analysis
  • Develop the interface to machine learning platforms

Start: October 2019 (working permit for Non-EU citizens takes about 6 weeks)
Duration: Temporary / full-time

This position is subject to the collective agreement for workers and employees in the electrical and electronics industry. Master students receive a compensation of 2.210,-- Euro gross p.m. (full-time basis).

Profile

You are best equipped for this task if you have:

  • Studying in Electrical Engineering with some background in programming and/or Computer science
  • MATLAB/Simulink experience
  • Experience with Python and/or other MI based language
  • Fundamental understanding of power systems
  • Basic know-how in power electronics applications
  • Analytical skills to derive and reach balanced solutions to technical challenges
  • Ability to work goal oriented and effectively communicate throughout diverse parts of an organization
  • Intercultural awareness
  • Fluent English skills with German skills as a plus

Please attach the following documents to your application:

  • Motivation letter
  • CV
  • Copy of your Certificate of matriculation at a university
  • Copy of your Transcript of records
  • Copy of the highest completed educational certificate (Matura certificate for Bachelor students, Bachelor certificate for Master students)

About Us

Part of your life. Part of tomorrow.

We make life easier, safer and greener - with technology that achieves more, consumes less and is accessible to everyone. Microelectronics from Infineon is the key to a better future. Efficient use of energy, environmentally-friendly mobility and security in a connected world - we solve some of the most critical challenges that our society faces while taking a conscientious approach to the use of natural resources.

*The term gender in the sense of the General Equal Treatment Act (GETA) or other national legislation refers to the biological assignment to a gender group. At Infineon we are proud to embrace (gender) diversity, including female, male and diverse.

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