Master Thesis: Enhancing requirement intake by the use of Natural Language Processing (NLP)

Rekryterare
Ericsson
Plats
Karlskrona, SE
Annonserat
den 14 november 2021
Stängs
den 27 december 2021
Ref:
616744-en_US
Kategori
Övriga jobb
Anställningsform
Tillsvidare
Sysselsättning
Heltid
As the tech firm that created the mobile world, and with more than 54,000 patents to our name, we've made it our business to make a mark. When joining our team at Ericsson you are empowered to learn, lead and perform at your best, shaping the future of technology. This is a place where you're welcomed as your own perfectly unique self, and celebrated for the skills, talent, and perspective you bring to the team. Are you in?

Come, and be where it begins.

Our Exciting Opportunity

Ericsson is developing a digital financial platform that is already improving the lives of millions of daily users in Africa, the Middle East and Latin America. Understanding the market needs and to be able to communicate clear and understandable requirements within the organizations is crucial for having a successful product and a good/secure customer experience in the end. Requirements for new customizations and product changes comes from multiple different stakeholders that all have different backgrounds, agendas and technical skills. This leads to that the incoming requirements are of various quality. The requirements are often poorly described and sometimes lacks crucial information in order to even start a proper analysis of the new requirement.

The problem we would like to investigate, as part of this thesis, is how we could make use of the latest research in the field of Natural Language Processing (and/or "restricted languages"). Future investigations (not pursued in this thesis but mentioned to motivate the aim) will focus on the semi-automated derivation of test cases and feature documentation (feature description, system overview etc.) from use-cases and formal requirements (short description of the wanted system behavior or business rule that should be applied).

You will

This master thesis can be divided into:
  • Part One: Literature study where existing research in the area is examined. The goal is to find a suitable technology/methodology for improving incoming requirements (described as "user stories") and derive formal requirements.
  • Part Two: An empirical investigation, using the findings from Part One. The questions that are likely (but not exclusively) of interest to investigate are the following:
    • What are the practical challenges in defining high quality user stories?
    • Which technology/methodology can address the identified challenges?
    • How can high quality user stories be re-used for the creation of new user stories (to reduce effort)?
    • How can formal requirements be derived from user stories?
  • Part Three: Build a "Proof of Concept" application, based on the findings from Part Two. The application shall be designed such that it can be used by the different requirement stakeholders and simplify/enhance/align the creation of user stories. In addition, the application shall support the derivation of formal requirements from user stories.


The thesis will be concluded with a result presentation for the Ericsson Mobile Financial Services team.

Qualifications

This project aims at students in SW Engineering. Some experience within Natural Language Processing is preferred. An interest in financial services, development processes and requirement handling is beneficial.

What´s in it for you?

Here at Ericsson, our culture is built on over a century of courageous decisions. With us, you will no longer be dreaming of what the future holds - you will be redefining it. You won't develop for the status quo, but will build what replaces it. Joining us is a way to move your career in any direction you want; with hundreds of career opportunities in locations all over the world, in a place where co-creation and collaboration are embedded into the walls. You will find yourself in a speak-up environment where empathy and humanness serve as cornerstones for how we work, and where work-life balance is a priority. Welcome to an inclusive, global company where your opportunity to make an impact is endless.

What happens once you apply?

To prepare yourself for next steps, please explore here: https://www.ericsson.com/en/careers/job-opportunities/hiring-process .

Applications should include a brief personal letter, CV, and a list of completed university courses and grades (transcripts). Kindly note that we cannot process applications sent via email.

Recruiter: Sara Wendel (sara.wendel@ericsson.com)

Hiring Manager: Product Development Leader

Location for this role: Karlskrona, Sweden

Last day to apply: November 28th, 2021

Preferred start: January 2022

Extent: 2 students

Ericsson provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, sexual orientation, marital status, pregnancy, parental status, national origin, ethnic background, age, disability, political opinion, social status, veteran status, union membership or genetics.

Ericsson complies with applicable country, state and all local laws governing nondiscrimination in employment in every location across the world in which the company has facilities. In addition, Ericsson supports the UN Guiding Principles for Business and Human Rights and the United Nations Global Compact.

This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation, training and development.

Ericsson expressly prohibits any form of workplace harassment based on race, color, religion, sex, sexual orientation, marital status, pregnancy, parental status, national origin, ethnic background, age, disability, political opinion, social status, veteran status, union membership or genetic information.

Primary country and city: Sweden (SE) || || Karlskrona || [[mfield2]]

Req ID: 616744

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