Doctoral Thesis: Natural Language Processing for AI based Knowledge Management (SMARTLab) (f/m/div)*

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Doctoral Thesis: Natural Language Processing for AI based Knowledge Management (SMARTLab) (f/m/div)*

At a glance

The industrial doctorate at Infineon: Pursue a doctoral degree at a university and gain professional experience simultaneously - an ideal start for your career. Advance your research with us and profit from our vast network of doctoral candidates and the expertise of a university. Mentorship is handled by both professors and dedicated Infineon employees.

Quick info

Location

Villach

Entry level

0-1 year

Job ID

39991

Start

immediately

Type

Full time

Contract

Temporary

Job description

We are offering a doctoral thesis dealing with natural language processing related to Failure Analysis (FA). The FA is a challenging job area supporting the semiconductor fabrication process. In the context of digitalization, we focus on the design and development of knowledge-based systems guiding the FA staff by providing important information related to their activities. The novel systems should be able to combine various knowledge representation and reasoning techniques with machine learning approaches to process, store, retrieve, navigate, and recommend the information when it is required by the FA personnel.

In your new role you will:

  • Work in connection with FA experts to design knowledge bases formalizing their knowledge about the fault analysis process
  • Apply machine learning methods to extract knowledge from databases and file shares
  • Use AI techniques to identify activities of FA personnel and recommend information sources helping them to accomplish their tasks more efficiently
  • Develop intelligent user interfaces allowing for a non-invasive knowledge acquisition from FA engineers during their activities
  • Work in the international context of an European project with international partners

We welcome you to join our international team of experts and contribute to novel AI solutions for industry digitalization!

Profile

You are best equipped for this task if you have:

  • A master degree in the area of informatics or equivalent
  • Programming skills in Python, R, C#
  • Skills in knowledge representation and reasoning (Ontologies, Description logic)
  • Query languages (SPARQL)
  • Experience with machine learning and NLP is a plus
  • Understanding of principles of recommender systems and human-computer iteration
  • Excellent knowledge of English language (German is a plus)

The application should include:

  • Your CV
  • Motivation letter
  • Copy of your master degree certificate if already available
  • Otherwise: copy of your latest study transcript

This position is subject to the collective agreement for workers and employees in the electrical and electronics industry. The salary for this position is EUR 2.760,00 gross p.m. (full-time basis).

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 City of Villach is located in the center of Carinthia, Austria's southernmost province, in close proximity to the Italian and Slovenian border. Due to its particular geographic location and the outstanding natural beauty of the region, Villach and the whole province of Carinthia have for generations been popular holiday destinations for people from all over the world. Living in Austria also has many social, health-care-related and economic perks. The country's social and health care system is among the best in the world and for decades numerous international surveys have singled out Austria as a particularly safe and wealthy country with a high quality of life. Villach benefits from its status as a "small town", offering everyday living at affordable prices in an outstanding setting.

Find out what you like most about Villach and join us:
https://www.welcome2villach.at/

*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.

Contact Us

Mag. Stefanie Triebelnig

Talent Attraction Manager

n

Siemensstrasse 2
9500 Villach
Austria

Apply now

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