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Research Engineer for Cutting-Edge Machine Translation Solutions

2 tygodni temu

Warszawa, Mazovia, Polska Allegro Pełny etat
Company Overview

Allegro is a leading e-commerce platform in Poland, focusing on building innovative AI solutions to enhance user experience.

About the Role

We are seeking a highly skilled Research Engineer to join our Machine Translation team. As a key contributor, you will be responsible for developing and implementing cutting-edge machine translation models tailored for Allegro's e-commerce marketplace.

This role offers a unique opportunity to work on challenging research problems, develop novel approaches to machine translation, and see your work directly impact millions of users.

Job Description

The ideal candidate will have a strong background in machine learning fundamentals, particularly in Natural Language Processing (NLP). You will be expected to:

  • Explore and implement state-of-the-art neural machine translation models and techniques.
  • Conduct thorough literature reviews to identify promising approaches for specific problems.
  • Develop and refine prompting strategies for Large Language Models (LLMs) to optimize their performance for e-commerce translation.
  • Work with large datasets to ensure data quality and develop strategies for data augmentation and improvement.
Required Skills and Qualifications

To be successful in this role, you should possess:

  • Bachelor's or master's degree in Computer Science, Computational Linguistics, Artificial Intelligence, or a related field.
  • Solid understanding of machine learning fundamentals, particularly in NLP.
  • Experience with ML frameworks such as PyTorch, transformers, and pandas.
  • Programming proficiency in Python.
  • Strong analytical and problem-solving skills.
  • Demonstrated experience with prompting techniques and AI engineering for LLMs.
Benefits

At Allegro, we offer a dynamic and collaborative work environment, excellent working tools, and opportunities for growth and development.

We provide a wide range of fringe benefits, including annual bonus, English classes, and internal educational resources.

Why Choose Allegro?

As a Research Engineer at Allegro, you will have the opportunity to:

  • Contribute to making our platform accessible to a wider audience.
  • Stay up-to-date with the latest advancements in machine translation and LLMs.
  • Collaborate with experienced researchers and engineers to foster a culture of knowledge sharing and continuous learning.