{"id":2492079,"url":"https://alion.io/job/ru-postdoctoral-researcher-in-machine-learning-for-behavioral-data","title":"Postdoctoral Researcher in Machine Learning for Behavioral Data","company":{"id":3845472,"name":"RU","domain":"ru.is","url":"https://alion.io/company/ru-8","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"50skills","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"explicit","locations":["Reykjavík, Iceland"],"countries":["IS"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Computer Vision","optional":false},{"name":"HPC","optional":false},{"name":"JAX","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"TensorFlow","optional":false},{"name":"Time Series Forecasting","optional":false}],"status":"live","first_seen_at":"2026-10-14T03:09:38Z","employer_posted_date":"2026-10-14","last_verified_at":"2026-10-14T12:42:53Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"Reykjavik University invites applications for a Postdoctoral Researcher to develop (supervised) machine learning methods for zebrafish behavioral analysis. The position is funded through the LUMI AI Factory (EuroHPC) and focuses on scalable AI-for-science workflows using GPU-accelerated computing.\nThe postdoc will work at the interface of machine learning, computer vision, and life sciences, in close collaboration with faculty members in Biomedical Engineering and Computer Science.\nResearch focus\nThe project addresses a key bottleneck in behavioral neuroscience: extracting robust, biologically meaningful phenotypes (classification) from large-scale video and time-series data. The goal is to develop reproducible, generalizable ML pipelines (incl. pre-processing, feature selection, and classification) for zebrafish behavior that scale to HPC environments and can be reused across studies and domains. Successful application will greatly improve basic research and drug discovery strategies.\nResponsibilities\nDevelop ML and computer vision pipelines for zebrafish behavioral data\nImplement scalable training and inference workflows (GPU/HPC)\nCollaborate with experimental scientists and contribute to publications and software outputs\nRequired qualifications\nPhD in Machine Learning, Computer Science, Data Science, Computational Biology, Biomedical Engineering, or a related field\nExperience with applying machine learning and/or computer vision to real-world datasets, preferable in the biomedical context\nProficiency in Python and Python-based ML frameworks (e.g., PyTorch, TensorFlow, JAX)\nStrong publication record in top-tier venues\nDesirable qualifications\nExperience with video, behavioral, or biological data\nFamiliarity with HPC, GPUs, or distributed training\nInterest in AI-for-science or computational neuroscience\nWe offer\nA fully funded 2-year postdoctoral position\nAccess to LUMI-class supercomputing resources\nAn interdisciplinary research environment with real-world AI-for-science impact\nCompetitive salary according to Reykjavik University scales\nConducting research in an international work environment\nReykjavik University (RU), School of Science and Engineering\nDuration: 2 years (fixed-term)\nStart date: Negotiable\nApplication\nPlease submit a CV, a short cover letter, most relevant publications demonstrating relevant expertise (max. 3), and contact details for 2-3 references. Applications will be reviewed on a rolling basis until the position is filled.\nFor further information about the position contact Dr. Karl Ægir Karlsson() or Christoph Lohrmann ( ).\nAbout Reykjavik University (RU)\nReykjavík University has around 4.300 students and 300 faculty and employees in addition to numerous adjunct faculty in two schools: Technology and Social Sciences. We offer a welcoming and stimulating environment in which to work and live. The University is centrally located in Reykjavík, the capital city of Iceland. The role of Reykjavik University is to create and disseminate knowledge to enhance the competitiveness and quality of life for individuals and society, guided by good ethics, sustainability, and responsibility. Education and research at RU are based on strong ties with industry and society. We emphasize interdisciplinary collaboration, international relations, and entrepreneurship.\nAbout Iceland\nIceland is well known for its breathtaking natural beauty, with volcanoes, hot springs, lava fields and glaciers offering a dramatic landscape. It consistently ranks as one of the best places in the world to live. It offers a high quality of life and is one of the safest places in the world, with high gender equality and strong healthcare and social support systems. Reykjavik is a vibrant and cosmopolitan city that provides an ideal environment for combining cultural and family activities with an active lifestyle.","description_format":"text","description_chars":3890,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"phd","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"Iceland","iso":"IS","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Higher Education"],"lifecycle":[{"event":"open","at":"2026-10-14T03:09:38Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":21,"reasons":["conf:3","win:early"],"computed_at":"2026-10-14T06:34:16Z"},"pay":null,"html_url":"https://alion.io/job/ru-postdoctoral-researcher-in-machine-learning-for-behavioral-data","json_url":"https://alion.io/job/ru-postdoctoral-researcher-in-machine-learning-for-behavioral-data.json","meta":{"generated_at":"2026-10-14T14:52:09Z","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":18473,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-15T00:00:00Z"}},"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":3845472},"rest":"https://alion.io/mcp/rest/get_company?id=3845472"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fru-postdoctoral-researcher-in-machine-learning-for-behavioral-data"},{"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%2Fru-postdoctoral-researcher-in-machine-learning-for-behavioral-data"},{"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%2Fru-postdoctoral-researcher-in-machine-learning-for-behavioral-data"},{"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/ru-postdoctoral-researcher-in-machine-learning-for-behavioral-data\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fru-postdoctoral-researcher-in-machine-learning-for-behavioral-data"}]}