{"id":1578341,"url":"https://alion.io/job/nml-senior-data-science-engineer-ml-v-neirolaboratoriyu","title":"Senior Data Science Engineer (ML) в нейролабораторию","company":{"id":3847975,"name":"NML","domain":"nml.kz","url":"https://alion.io/company/nml-2","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"HeadHunter","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":null,"work_mode":"remote","remote_scope":"stated_regions","remote_scope_basis":"board_field","remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Moscow, Russia"],"countries":["RU"],"hiring_countries":["RU","BY","KZ","KG","AM"],"hiring_countries_total":5,"salary":{"min":350000,"max":400000,"currency":"RUB","period":"month","gross":null,"usd_annual":57672},"salary_estimate":null,"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}],"status":"live","first_seen_at":"2026-10-01T11:20:48Z","employer_posted_date":null,"last_verified_at":"2026-10-01T11:20:48Z","board_verified":false,"closed_at":null,"days_open":28,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":28},"description":"Компания:\nNML - нейролаборатория, которая помогает выявлять искажение информации по видео. Разрабатываем и обучаем нейросеть на данных ролевой игры «Мафия», соединяя машинное обучение и нейронауку.\nСоздаем прикладные инструменты для риск-скоринга и повышения безопасности бизнеса. Сферы применения - скоринг заёмщиков, скрининг кандидатов, страховой антифрод, внутренние корпоративные проверки.\n В сентябре мы закрыли инвестиционный раунд и сейчас расширяем инженерную команду.\nЧто вы будете делать:\n Строить модели поведенческого скоринга на основе видео, аудио и контекстных данных.\n Собирать мультимодальные признаки и проверять, какие из них улучшают качество модели.\n Разрабатывать и сравнивать baseline и более сложные архитектуры.\n Настраивать разбиение данных и протокол оценки, чтобы результаты экспериментов были сопоставимыми.\n Проводить анализ ошибок: находить проблемные типы данных, условия записи и группы пользователей.\n Настраивать подготовку данных: синхронизацию видео и аудио, очистку, контроль разметки и версионирование датасетов.\n Готовить модели к работе в продакшене: измерять задержку, стоимость инференса и влияние оптимизаций на качество.\n Следить за качеством модели после релиза и обновлять её при изменении данных.\n Что нам важно: 5+ лет в ML/Data Science и от 2 лет работы с видео, аудио или мультимодальными данными.\n Опыт самостоятельного ведения ML-проекта - от датасета и baseline до production.\n Умение строить корректное разбиение данных, выбирать метрики и анализировать ошибки модели.\n Практический опыт работы с шумными данными, разметкой и синхронизацией видео и аудио.\n Опыт оптимизации инференса и оценки компромисса между качеством, задержкой и стоимостью.\n Python и PyTorch.\n Будет плюсом опыт работы с real-time или near-real-time инференсом.\n Что мы предлагаем:\n З/п по результатам интервью; выплаты два раза в месяц\n График работы - 5/2. Работайте удалённо из любой точки мира.\n Заряженный коллектив. Средний возраст - 27.","description_format":"text","description_chars":1971,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[{"language":"Russian","level":"Advanced (C1)","optional":false}]},"benefits":[],"hiring_locations":[{"name":"Russia","iso":"RU","kind":"country"},{"name":"Belarus","iso":"BY","kind":"region"},{"name":"Kazakhstan","iso":"KZ","kind":"region"},{"name":"Kyrgyzstan","iso":"KG","kind":"region"},{"name":"Armenia","iso":"AM","kind":"region"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence"],"lifecycle":[{"event":"open","at":"2026-10-01T11:25:09Z"}],"visa":[],"liveness":{"score":50,"band":"ok","label":"Likely open","p_open":0.85,"p_active":0.782,"p_room":0.75,"age_days":28,"expected_fill_days":29,"reasons":["seen:28","velocity","win:late"],"computed_at":"2026-10-30T05:48:23Z"},"pay":{"stated_usd_annual":57672,"is_top_pay":false},"html_url":"https://alion.io/job/nml-senior-data-science-engineer-ml-v-neirolaboratoriyu","json_url":"https://alion.io/job/nml-senior-data-science-engineer-ml-v-neirolaboratoriyu.json","meta":{"generated_at":"2026-10-30T09:48:12Z","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":14030,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-31T00:00:00Z"}},"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":3847975},"rest":"https://alion.io/mcp/rest/get_company?id=3847975"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fnml-senior-data-science-engineer-ml-v-neirolaboratoriyu"},{"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%2Fnml-senior-data-science-engineer-ml-v-neirolaboratoriyu"},{"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%2Fnml-senior-data-science-engineer-ml-v-neirolaboratoriyu"},{"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/nml-senior-data-science-engineer-ml-v-neirolaboratoriyu\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fnml-senior-data-science-engineer-ml-v-neirolaboratoriyu"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":1578341}},{"tool":"search_jobs","arguments":{"company":"nml.kz","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":1578341},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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