{"id":1552733,"url":"https://alion.io/job/pierrefabre-data-scientist-stage-hf","title":"Data scientist - Stage - H/F","company":{"id":715149,"name":"Pierre Fabre","domain":"pierre-fabre.com","url":"https://alion.io/company/pierrefabre","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"B","score":76,"open_postings":26,"ghost_share":0,"stale_share":0.962,"repost_share":0,"time_to_fill_p50_days":48,"computed_at":"2026-10-13T05:45:00Z"}},"role":"Data Science","role_family":"Data Science","seniority":null,"employment_type":"full_time","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"board_field","remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Toulouse, France"],"countries":["FR"],"hiring_countries":["FR"],"hiring_countries_total":1,"salary":null,"salary_estimate":{"min_usd":50000,"max_usd":88000,"period":"year","method":"role_country_seniority_unknown","sample_n":151},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false}],"status":"live","first_seen_at":"2026-09-30T00:00:00Z","employer_posted_date":"2026-09-30","last_verified_at":"2026-10-12T23:50:54Z","board_verified":true,"closed_at":null,"days_open":13,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":13},"description":"Who we are ?\nWe are Pierre Fabre Laboratories, a global leader combining pharmaceutical expertise with dermo-cosmetics to support consumers and patients at every stage of their care journey. \nOur portfolio includes several medical franchises and international brands such as Eau Thermale Avène, Ducray, A-Derma, Klorane, René Furterer, and Pierre Fabre Oral Care. \nBy joining us, you become part of a meaningful company where the human dimension is essential. You become a participant in the \"We Care Movement,\" a movement that values excellence and innovation within passionate teams. Together, we push the boundaries of science to unite health and beauty for the benefit of all, because Every time we care for a single person, we make the whole world better.\nPresent in 120 countries with a team of over 10,000 employees, we are proud to create a scientific and human impact, today and tomorrow! If caring is at the heart of your values, join Pierre Fabre Laboratories and become a key player in the “We Care Movement\".\nYour mission\nVotre rôle au sein d’une entreprise pionnière en pleine expansion.\nAvec l'avènement des technologies de séquençage unicellulaire à haut débit, de vastes quantités de données de cellules individuelles sont désormais disponibles pour de nombreux tissus et conditions biologiques.\nL'objectif de ce stage est d'explorer la valeur ajoutée des scFMs dans les applications de découverte de médicaments.\nLes scFMs permettent de nombreuses applications, notamment :\nl'intégration de lots de données (batch integration) ;\nl'annotation des types cellulaires ;\nla prédiction des effets de perturbations biologiques.\nNous souhaitons évaluer les performances de ces modèles sur différentes étapes du processus de découverte de médicaments afin d'identifier leurs points forts et leurs limites.\n\nDans le cadre de ce stage, vos principales missions seront : \nConcevoir et mettre en œuvre un benchmark pour évaluer les modèles de fondation appliqués aux données unicellulaires (scFMs).\nPrésenter et communiquer les résultats aux équipes de Data Science.\nLes plus du stage\nMissions diversifiées \nGratification attractive\nPossibilité de réaliser un jour de télétravail par semaine après un mois d'intégration\nDotations produits \nRestaurant d'Entreprise ou Titres Restaurants\nLe stage se déroulera sur notre site Langlade, à Toulouse (31) et débutera à partir defévrier 2027 pour une durée de 6 mois.\nMerci d’indiquer vos dates de disponibilités dans votre CV. Une lettre de motivation sera grandement appréciée.\n# Young People\n__________________________________________________________________________\nYour role within a pioneering, rapidly expanding company.\nWith the advent of high-throughput single-cell sequencing technologies, vast amounts of single-cell data are now available across a wide range of tissues and biological conditions.\nThe objective of this internship is to explore the value of single-cell foundation models (scFMs) for drug discovery applications.\nscFMs support a broad range of applications, including:\nBatch integration;\nCell type annotation;\nPrediction of biological perturbation effects.\nWe aim to assess the performance of these models across different stages of the drug discovery process in order to identify their strengths and limitations.\nIn this internship, your main responsibilities will be:\nDesign and implement a benchmark framework to evaluate single-cell foundation models (scFMs);\nPresent and communicate results to Data Science teams.\nBenefits \nDiverse and impactful assignments;\nCompetitive internship allowance;\nOpportunity to work remotely one day per week after the first month of onboarding;\nCompany product allocation;\nCompany restaurant or meal vouchers.\nThe internship will take place at our Langlade site in Toulouse (31), France, and is expected to start from February 2027, up to 6 months.\nPlease indicate your availability dates in your CV. A cover letter is strongly encouraged.\nWho you are ?\nVos compétences au service de projets novateurs.\nNous recherchons un(e) étudiant(e) en dernière année de formation (Master 2, école d’ingénieurs) pour un stage de fin d'études, disposant de solides compétences en Data Science, d’une bonne compréhension de la biologie et d’un fort intérêt pour les données unicellulaires (single-cell).\nCompétences requises\nMaîtrise de Python ;\nExpérience en apprentissage automatique (Machine Learning) et des bibliothèques Python associées (Scikit-learn, PyTorch, etc.) ;\nBonnes capacités de communication et de présentation ;\nMaîtrise du français et de l’anglais, à l’écrit comme à l’oral.\n__________________________________________________________________________\nPut your skills to work on innovative projects.\nWe are looking for a final-year internship student (master's degree, engineering school) with advanced skills in data science, with good understanding of biology and a strong interest in single-cell data.\nSkills\nProficiency in Python\nExperience in machine learning, and its python libraries (scikit-learn, pytorch, ...)\nGood communication and presentation skills\nFluency in French and English\nAt Pierre Fabre Laboratories, we believe that our greatest asset is our people.\nWe are committed to a policy of Equal Employment Opportunity and will not discriminate against an applicant or employee based on race, color, religion, creed, national origin or ancestry, sex, sexual orientation, gender identity or expression, age, physical or mental disability, veteran or military status, genetic information, or any other legally recognized protected basis under federal, state, or local law. The information collected by this application is solely to determine suitability for employment, verify identify, and maintain employment statistics on applicants. Applicants with disabilities may be entitled to reasonable accommodation under the Americans with Disabilities Act and certain state or local laws. Please inform the company’s personnel representative if you need assistance completing this application or to otherwise participate in the application process. Thus, we commit to considering all applications equally, without fail.","description_format":"text","description_chars":6142,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":false},"security_clearance":false,"languages":[{"language":"French","level":"Advanced (C1)","optional":false},{"language":"English","level":"Advanced (C1)","optional":false}]},"benefits":[],"hiring_locations":[{"name":"France","iso":"FR","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Health & Wellness Products"],"lifecycle":[{"event":"open","at":"2026-10-01T00:53:50Z"}],"visa":[],"liveness":{"score":62,"band":"ok","label":"Likely open","p_open":1,"p_active":0.624,"p_room":1,"age_days":13,"expected_fill_days":48,"reasons":["conf:5","stale_co","velocity","win:early","comp:brand"],"computed_at":"2026-10-13T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/pierrefabre-data-scientist-stage-hf","json_url":"https://alion.io/job/pierrefabre-data-scientist-stage-hf.json","meta":{"generated_at":"2026-10-13T08:13:12Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":12125,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-14T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":715149},"rest":"https://alion.io/mcp/rest/get_company?id=715149"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fpierrefabre-data-scientist-stage-hf"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fpierrefabre-data-scientist-stage-hf"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fpierrefabre-data-scientist-stage-hf"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/pierrefabre-data-scientist-stage-hf\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fpierrefabre-data-scientist-stage-hf"}]}