Junior Research Engineer

2 tygodni temu

Warszawa, Mazovia, Polska Allegro Group Pełny etat
Junior Research Engineer (e-Xperience Associate)Full-time

What does this role involve

You will become part of the research-oriented project, aiming for open-source ML community contribution and ML conference publication. A hybrid work model guided by goals from the Research Proposal developed during the hiring process. The position is a 6-month, full-time contract with flexible working hours, aimed at those pursuing academic degrees like a master's, or beginning a PhD.

Embark on a dynamic journey with Allegro's talent Program, e-Xperience 2024, spanning from September 1st, 2024, to February 28th, 2025.
Are you ready to kickstart your career? Apply now and seize the chance to shape the future of e-commerce

We are looking for people who:

Have practical experience with Deep Learning and Big Data

Have critical thinking skills and a theoretical understanding of ML

Know the methodology of conducting scientific research

Know Python and data visualization libraries at the advanced level

Know common ML libraries (torch, transformers, pandas, numpy)

Know English at B2+ level and can present results in verbal and written form

The following are also a plus:

Experience with cloud platforms (GCP, AWS, or Azure)

Hands-on experience with LLMs: prompt engineering, model evaluation

What we offer:

A hybrid work model that you will agree on with your leader and the team. We have well-located office(with fully equipped kitchens and bicycle parking facilities) and excellent working tools (height-adjustable desks, interactive conference rooms)

A wide selection of fringe benefits in a cafeteria plan – you choose what you like (e.g. medical, sports or lunch packages, insurance, purchase vouchers)

English classes that we pay for related to the specific nature of your job

The necessary tools for work

Working in a team you can always count on — we have on board top-class specialists and experts to learn from

Hackathons and an internal educational platform, MindUp (including training courses on work organization, means of communications, motivation to work and various technologies and subject-matter issues)

Why is it worth working with us?

Cooperation with industry researchers with a strong publication track record, deploying ML models at an unprecedented scale anywhere else in Poland

Access to massive one-of-a-kind, text and image e-commerce datasets

Access to required compute and commercial LLMs from Google and Microsoft

While working on a problem, you will conduct literature reviews and discuss findings with other team members during internal seminars

Product retrieval and listing reranking: multi-vector semantic search, robust text/image representation, object detection and segmentation, user personalization

Optimization of data-processing and monitoring tools for the online large-scale recommendation system: developing novel methods utilizing ML approach

LLM agents for product search: query understanding, raw data annotation, item comparison, automatic knowledge graph generation

Natural language processing:

LLM investigations: domain adaptation, cross-lingual transfer, performance optimization, information extraction, synthetic data generation

LLM agents for internationalization: MT quality evaluation, context-aware translation, localized recommendation (all for CEE languages)

Send in your CV, join the e-Xperience and see why it is #dobrzetubyć (#goodtobehere)

#J-18808-Ljbffr

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