Ex-job: Advanced Machine translations using agentic LLMs

Publiceringsdatum: 2024-11-22

Letar du efter ett jobb inom bygg och anläggning? Här är din möjlighet att bli en del av teamet hos Dometic Holding AB genom att arbeta som markingenjör. Dometic Holding AB behöver någon som vill arbeta heltid. Om du är tillgänglig för 3 månader – upp till 6 månader, ta en titt på denna jobbannons.

Denna position är tillgänglig i Solna. Dometic Holding AB söker för närvarande efter flera personer att anställa inom markingenjör-branschen. Ta en titt på deras två lediga tjänster för att se om något av dem passar just dig. Bli en del av Dometic Holding AB genom att ansöka till jobbet som markingenjör senast tisdag den trettioförsta december 2024.

Jobbannons

About the position

We are looking for two curious people that are willing to explore the state of the art techniques when it comes to machine translations. You should be eager to find out and try out the latest techniques within AI and machine learning. You will get the opportunity to work in a large global organization and learn about the success factors working with technical solutions at scale. We are looking for people that want to learn and explore the possibilities of developing AI/ML in an enterprise setting.

This Master Thesis will investigate the possibility of generating better machine translations that keeps the tone of text when translating different types of copy texts by using state of the art generative AI setups. This includes investigating agentic setups and logic as well the need for finetuning an own model. The project will be conducted from Dometic’s Headquarters in Solna and preferably by two persons as we are looking for a thorough investigation of the subject. You will get a chance to work with a big global company within the manufacturing industry and encounter many different applications for the technical solution.

Your main responsibilities

• Research what the state of the art of machine translations is leveraging techniques such as Machine Learning and LLMs
• Implement a translation module that can translate a text, keeping/using the specified tone of voice
• Investigate if the needed for a finetuned language model is needed
• Evaluate the solution together with the organization
• Short summary of the scalability of such a solution taking into consideration: cost, token usage, limitations etc

What do we offer?

You are offered an interesting role in a dynamic, fast paced and global environment with great opportunities to grow, evolve with the company and take on new challenges.

The ideal candidate has the following qualifications and experiences:

Currently pursuing a master’s degree in a computer science related field.

Courses/Experience related to:

• Programming, Preferably Python
• Statistical
• Analysis
• Machine Learning
• NLP
• LLM and Agentic AI

To be successful in this role, we believe that you possess the following skills, competencies & characteristics.

• Eagerness to learn and try out new things.

Ability to research the latest trends within machine learning and translations and being able to implement the concepts.

• Listening to the end users of the translation application, incorporating their needs in the technical solution.
• Keeping in mind the impact such a solution can have for a big organization and the scaling possibilities.

Dometic's Core Values

To thrive and succeed in this role, you understand the importance of our core values – Together We build our future, We play to win, We embrace change and We walk the talk; these values reflect the heart and soul of Dometic and they define what it takes to work here and how we do things.

Are you our next star? Then we would love to see your application. Selection is being made on a running basis. If you have any questions regarding the position, please contact Anna Allert, HR-coordinator at anna.allert@dometic.com

In this recruitment, personality and logical test will be used as part of the process.

Dometic is a global market leader in the mobile living industry. Millions of people around the world use Dometic products in outdoor, residential, and professional applications. Our motivation is to create smart, sustainable, and reliable products with outstanding design for an outdoor and mobile lifestyle in the areas of Food & Beverage, Climate, Power & Control, and Other Applications. Dometic employs approximately 8.000 people worldwide, had net sales of SEK 27.8 billion (USD 2.6 billion) in 2023 and is headquartered in Stockholm, Sweden.