{"id":3675530,"url":"https://alion.io/job/kolesa-group-machine-learning-engineer","title":"Machine Learning Engineer","company":{"id":1489,"name":"Kolesa Group","domain":"kolesa.group","url":"https://alion.io/company/kolesa","size_band":"11-50","is_staffing_agency":false,"employer_type":"direct","is_intermediary":true,"listed_via":null,"ats_vendor":"HeadHunter","truth_index":{"grade":"E","score":30,"open_postings":4,"ghost_share":1,"stale_share":0,"repost_share":1,"time_to_fill_p50_days":20,"computed_at":"2026-11-07T05:47:08Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":null,"work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Almaty, Kazakhstan"],"countries":["KZ"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":1000000,"max":1500000,"currency":"KZT","period":"month","gross":null,"usd_annual":40104},"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Docker","optional":false},{"name":"Git","optional":false},{"name":"LLM","optional":false},{"name":"NLP","optional":false},{"name":"NumPy","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"DVC","optional":true},{"name":"Google BigQuery","optional":true},{"name":"Kubernetes","optional":true},{"name":"MLFlow","optional":true},{"name":"Recommender Systems","optional":true}],"status":"live","first_seen_at":"2026-11-03T10:45:42Z","employer_posted_date":"2026-11-03","last_verified_at":"2026-11-07T02:07:27Z","board_verified":true,"closed_at":null,"days_open":3,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":3},"description":"О компании:\n Kolesa Group - международная IT-компания, строим классифайды для миллионов пользователей. Наши продукты - kolesa.kz | krisha.kz | avtoelon.uz - помогают людям и бизнесам продавать и покупать авто, недвижимость, товары и услуги.\n Культура экспериментов, командный дух, технологии, постоянное развитие и желание достичь крутых результатов - отличительные черты Kolesa Team.\nО вакансии:\n Ищем крутого ML Engineer, который будет вместе с нами разрабатывать системы рекомендаций, улучшать сервисы автомодерации продуктов и искать новые точки роста в развитии продуктов с помощью ML-алгоритмов.\n Тебе предстоит:\n Разрабатывать ML модели для широкого круга задач;\n Участвовать в разработке сервиса на основе ML на всех этапах: от сбора данных до выкатки в продакшн и дальнейшего мониторинга/сопровождения сервиса;\n\n При необходимости оптимизировать модели под HighLoad системы;\n\n Тесное взаимодействие со своей продуктовой командой;\n\n Работать с нейронными сетями и обучать PyTorch модели для production;\n\n Интегрировать языковые модели (LLM/SLM) в существующие сервисы компании.\n\n Мы ждем от тебя:\n Понимание теории вероятности, математической статистики, линейной алгебры;\n\n Знание “классического ML” на хорошем уровне (регрессия, методы кластеризации, деревья решений и их ансамбли);\n\n Знание основ Deep Learning в сфере CV и NLP (работа с разнородными данными: изображения, текст, табулярные данные);\n\n Владение Python (опыт использования Pytorch) и связанным с ним стэком для ML (pandas, sklearn, numpy);\n\n Знание Git и Docker.\n\n Будет преимуществом:\n Опыт разработки ML решений в одной из следующих областей: NLP, CV, Recommendation Systems;\n\n Опыт работы с DVC, MLFlow;\n\n Опыт работы с airflow, bigquery;\n\n Понимание kubernetes.\n\n Что приятного предлагаем:\n Гибридный формат с возможностью сочетать работу из дома и офиса (офис в г. Алматы);\n\n Работу в сильной команде, где ценятся взаимопомощь и ориентация на результат;\n\n Постоянный рост: система грейдирования, индивидуальные планы развития, менторство;\n\n Тематические мероприятия: квизы, киновечера, Family Day, тимбилдинги;\n\n Медицинскую страховку, оплату авиабилетов, фитнеса, образования и многое другое - твой выбор, куда использовать соцпакет;\n\n Обучение: мы оплачиваем участие в конференциях, тренингах, мастер-классах;\n\n Корпоративные скидки от наших партнеров;\n\n Программа релокации для иногородних сотрудников.","description_format":"text","description_chars":2386,"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":"Kazakhstan","iso":"KZ","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Online Classifieds","Consumer Internet Groups"],"lifecycle":[{"event":"open","at":"2026-11-03T10:51:17Z"}],"visa":[],"liveness":{"score":89,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.887,"p_room":1,"age_days":3,"expected_fill_days":20,"reasons":["conf:3","velocity","win:early"],"computed_at":"2026-11-07T05:47:08Z"},"pay":{"stated_usd_annual":40104,"is_top_pay":false},"html_url":"https://alion.io/job/kolesa-group-machine-learning-engineer","json_url":"https://alion.io/job/kolesa-group-machine-learning-engineer.json","meta":{"generated_at":"2026-11-07T09:26:18Z","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":7346,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-08T00:00:00Z"}},"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":1489},"rest":"https://alion.io/mcp/rest/get_company?id=1489"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fkolesa-group-machine-learning-engineer"},{"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%2Fkolesa-group-machine-learning-engineer"},{"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%2Fkolesa-group-machine-learning-engineer"},{"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/kolesa-group-machine-learning-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fkolesa-group-machine-learning-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3675530}},{"tool":"search_jobs","arguments":{"company":"kolesa.group","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3675530},"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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