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NLP Research Scientist
il y a 2 semaines
From a French tech start-up created in 2007, Deezer has become one of the first French unicorns and the second largest independent music streaming platform in the world.
Now listed on #Euronext, growth is accelerating fueled by #Thepowerofmusic. Deezer is ideally positioned to play a key role in the continued development of the booming music streaming market. If you're looking for an environment where you can grow and have an impact, this is the perfect time to join Deezer
Our international and passionate teams are spreading the love for music, working to make Deezer the most personal and innovative music streaming service.
We believe music is about diversity & inclusion, multiculturalism and togetherness.
Ready to join the team? Listen: **Join Us**
Job Description
Deezer is seeking an NLP research scientist with a strong academic background to join its Research team for a 1-year contract.
The team conducts long-term, exploratory research aimed at advancing knowledge representation of music content and understanding listener interactions with music.
With a catalog of several hundred million tracks and more than ten million users, enabling easy browsing, song retrieval, and music recommendations is a challenge. Your mission will be to develop robust, language-focused, musical item (i.e., songs, artists) representations, with the goal of enabling item or user description generation (e.g., playlist captioning, user preference summary) and supporting user interaction via natural language queries. This will have direct applications in both the recommender system and the search engine of Deezer.
You will collaborate with other researchers, production teams responsible for music recommendation and search, and music curators, and have access to large-scale data on music content and usage, allowing you to have a real-world impact on millions of music listeners.
What you will do:
- Define domain-specific evaluation schemes and collect data;
- Propose, develop, and evaluate NLP systems to create a music item representation space from multimodal data;
- Collaborate with other researchers and with the recommendation and search; team, sharing ideas, knowledge, and projects;
- Scientific watch;
- Scientific communication (papers, publications, blogposts…).
Qualifications
What we are looking for:
- The candidate should hold a PhD (or equivalent research experience) and publications in NLP or in a related field.
- Deep understanding of state-of-the-art methods in NLP.
- Experience with training and fine-tuning language models and machine learning systems. Experience with ML on multimodal data would be a plus
- Fluent in Python, NLP libraries (transformers, NLTK, spacy…), and a deep learning framework (PyTorch, …).
- Ability to produce clean and reusable code.
- Fluency in English. Knowledge of French would be a plus
- Knowledge of the Docker environment would be a plus.
- Knowledge of Music Theory would be a plus
***At Deezer, diversity drives innovation. Whatever makes you uniquely you, your experiences, your way of thinking, your journey, might be exactly what we need.
If this role speaks to you and aligns with your interests and capabilities, even if you don't meet 100% of the qualifications listed, please give it a try and tell us more #BeYou
*Additional Information
At Deezer, you can be your true self as we believe that #everyvoicematters. We strive to build an inclusive culture and foster a diverse environment. Because we care and want to ensure each employee feels welcome and safe at work, we continuously focus on fighting biases and helping diverse teams work well together through multiple learning opportunities, e-learnings and workshops right from the onboarding :
- Regular Diversity & Inclusion internal and external talks
- Dedicated employee work streams on Gender Equity, Ethnicity & Culture, Disability, and LGBTQ
- English and French courses for all, so that everyone can connect and feel included
Beyond benefits like transportation, we offer you extra perks like:
- A Deezer Premium family account for free
- Deezer parties several times a year and drinks every other Thursday
- Hybrid remote work policy
If you want to learn more about life and culture at Deezer, please visit our Welcome to the Jungle page here
