Machine Learning Engineer Assistant Internship (F/M/NB)

Description de l'entreprise Ubisoft’s 21,000 team members, working across more than 40 locations around the world, are bound by a common mission to enrich players’ lives with original and memorable gaming experiences. Their dedication and talent has brought to life many acclaimed franchises such as Assassin’s Creed, Far Cry, Watch Dogs, Just Dance, Rainbow Six, and many more to come. Ubisoft is an equal opportunity employer that believes diverse backgrounds and perspectives are key to creating worlds where both players and teams can thrive and express themselves. If you are excited about solving gamechanging challenges, cutting edge technologies and pushing the boundaries of entertainment, we invite you to join our journey and help us create the unknown. Description du poste Reporting to our Chief Data Officer, the role of our department is to build new products based on the latest advances in Machine Learning & Deep Learning research. We strive to read research papers and are not afraid to implement new algorithms when source code is not readily available. But above all, our motto is to never stop at the prototyping phase: our mission is to turn these new models into scalable, production-grade online services. In that context, we’re looking for MACHINE LEARNING ENGINEER INTERN to join us on one of our applied research projects in Computer Vision for 6 months starting April 2022. The goal of the internship will be to * Carry out a COMPREHENSIVE LITERATURE REVIEW on our topic of interest, focusing on the most recent papers. * TRANSLATE RESEARCH PAPERS INTO OPERATIONAL CODE, reusing open-source repositories or implementing from scratch. * TEST THESE PAPERS ON UBISOFT GAMING DATASETS, bridging the gap between clean academic datasets and messy real-life data. * Help us turn these papers into a REAL-LIFE APPLICATION TO BE USED BY OUR PLAYERS. Qualifications The key traits needed for this role are: * Solid knowledge of Deep Learning. Basic training in Computer Vision and understanding of the key research papers in the field from the past 5 years would be a big plus. * Knowledge of standard Deep Learning frameworks – most of our current work relies on PyTorch – to carry out your experiments. * Very strong programming skills – Python of course, but experience with a lower-level language would be a big plus since most of our systems run in Rust – and a keen passion for coding. * A “try hard, fail fast” mindset: Research is evolving fast, and no one can know all the subfields of Machine Learning by heart. But we are never afraid to throw a punch at a new paper or an open-source repository with messy code, and so shouldn’t you be. * Strong autonomy. * Strong communication skills (English mandatory as our team is international). Informations complémentaires What are your benefits as a Ubitrainee? * Join the 1st company of the latest Happy Trainees ranking #Happy@Ubi * Internship reward according to the studies level. * Meal voucher Apetiz Card, 50% refund of travel pass, 1 day-off per month * 2 free video games, ticket reduction (concerts / shows), access to the Ubisoft gym at preferential price. Ubisoft questions box: HOW SHOULD I PREPARE MY APPLICATION TO UBISOFT? First, read the job description carefully in order to highlight your relevant experiences and skills for this position! A personalized and well-detailed resume will certainly allow you to stand out Cover letter or not? Between both, we’ll always prefer a few lines explaining your interest in the internship /apprenticeship, rather than a long generic copy / paste! A dedicated space is also specifically provided for this purpose when you apply on our site. HOW DOES THE RECRUITMENT PROCESS WORK? If your application is accepted, first you will be contacted by a recruiter of our Campus team for a phone screen or a deferred video interview to determine if your profile fits the job but also to your desires. Afterward, a physical or a video interview via Teams will be scheduled with your future manager. During the recruitment process, you could also have to complete a case study or meet your next n + 2 and some of your future colleagues. I DON'T KNOW THE VIDEO GAME INDUSTRY. DO I FIT IN TO UBISOFT? A lot of Ubisoft’s employees are not huge fans of video games. At Ubisoft, we are looking for people who are passionate about their specialties, their jobs or entertainment in general. WHAT IS IT LIKE TO BE A UBITRAINEE? At Ubisoft, after a training period, you will be given empowering missions which may evolve throughout your experience with us. You can expect real challenges to take up every day! Being an intern in our company also means enjoying the best of both worlds: the vision, stability, opportunities and brands’ catalog of a large international group, but also freedom, creativity, entrepreneurial spirit and the friendly work environment of a start-up. HOW ARE THE TRAINEES SUPPORTED DURING THEIR EXPERIENCE AT UBISOFT? Our HR teams are responsible for supporting you during your experience. It involves close HR monitoring (answers to everyday questions, discussions on your career path within Ubisoft after your internship / apprenticeship, etc.) and the animation of the Trainees community (Welcome Sessions, dedicated Teams group, Trainees Week, etc.) and a few other surprises ). I HAVE A DISABILITY; HOW COULD I APPLY? All our recruitment teams are aware of disability issues. Therefore, you can apply normally via our Smartrecruiters platform by attaching your resume and cover letter. If you need any adjustment of the recruitment process, especially when it involves video interviews, don’t hesitate to state it during your application and / or contact the Handicap Mission team by email (boost@ubisoft.com).