{"id":3269616,"url":"https://alion.io/job/hamkorbank-senior-data-scientist-risk-modeler","title":"Senior Data Scientist (Risk Modeler)","company":{"id":47276,"name":"Hamkorbank","domain":"hamkorbank.uz","url":"https://alion.io/company/hamkorbank","size_band":"11-50","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"HeadHunter","truth_index":{"grade":"D","score":53,"open_postings":6,"ghost_share":0.667,"stale_share":0,"repost_share":0.833,"time_to_fill_p50_days":18,"computed_at":"2026-11-02T06:13:15Z"}},"role":"Data Science","role_family":"Data Science","seniority":"senior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Tashkent, Uzbekistan"],"countries":["UZ"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":15000,"max_usd":39000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":2679},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"CatBoost","optional":false},{"name":"LightGBM","optional":false},{"name":"Machine Learning","optional":false},{"name":"NumPy","optional":false},{"name":"Pandas","optional":false},{"name":"Python","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SciPy","optional":false},{"name":"SQL","optional":false},{"name":"XGBoost","optional":false},{"name":"Docker","optional":true},{"name":"Git","optional":true},{"name":"MLFlow","optional":true}],"status":"live","first_seen_at":"2026-10-26T10:54:48Z","employer_posted_date":"2026-10-26","last_verified_at":"2026-11-02T00:16:39Z","board_verified":true,"closed_at":null,"days_open":7,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":7},"description":"«Хамкорбанк» - один из ведущих коммерческих банков Узбекистана, приглашает в свою команду опытного Senior Data Scientist (Risk Modeler) для усиления направления управления рисками.\nЕсли вы эксперт в области предиктивного моделирования, обладаете глубокими знаниями в сфере кредитных рисков и готовы работать с масштабными данными - мы ждем вас в нашей команде!\nОсновные обязанности:\n Полный цикл моделирования: Разработка, валидация, деплоймент, калибровка, автоматизация и регулярный мониторинг ML-моделей (скоринг) в блоке рисков: Application (PD), Behavioral, Antifraud, Collection, Income Estimation и другие.\n\n Бизнес-коммуникация: Взаимодействие со стейкхолдерами и бизнес-заказчиками для сбора требований, формирования методологии и защиты результатов моделирования.\n\n Feature Engineering: Исследование новых внутренних и внешних источников данных (кредитное бюро, транзакционная активность, альтернативные данные), подготовка технических заданий для создания витрин, генерация новых признаков.\n\n MLOps и автоматизация: Участие в автоматизации пайплайнов разработки, развертывания и мониторинга моделей.\n\n База знаний: Документирование и поддержка версионности процессов MDLC: данные, скрипты, библиотеки.\n\n Наши требования к кандидату:\n Образование: Высшее профильное образование в области STEM (Science, Technology, Engineering, Mathematics).\n\n Профильный опыт: От 3 лет коммерческого опыта работы в кредитных рисках в банках или финтехе. Отличное понимание банковских процессов и жизненного цикла кредитования в Узбекистане.\n\n Математическая база: Отличное знание и понимание теории вероятностей, математической статистики, а также методов оценки качества признаков и моделей.\n\n Алгоритмы: Уверенное знание классических методов машинного обучения (Linear/Logistic Regression, Bayesian Classification, Decision Trees, Random Forest, KNN) и ансамблей (Gradient Boosting: XGBoost, LightGBM, CatBoost).\n\n Python: Свободное владение библиотеками Pandas, NumPy, Scikit-Learn, Scipy и опыт написания модульных скриптов по разработке ML-моделей.\n\n SQL: Уверенное знание работы с DB/DWH и умение писать запросы разной сложности (аналитические функции, оптимизация производительности на больших объемах данных).\n\n Будет большим плюсом:\n Знание инструментов оркестрации данных, деплоймента и трекинга моделей (Airflow, MLflow, Git, Docker).\n\n Опыт построения классических PD моделей в кредитных рисках на рынке Узбекистана.","description_format":"text","description_chars":2422,"description_truncated":false,"requirements":{"experience_years_min":3,"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":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Commercial & Retail Banks"],"lifecycle":[{"event":"open","at":"2026-10-26T10:57:19Z"}],"visa":[],"liveness":{"score":79,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.841,"p_room":0.945,"age_days":6,"expected_fill_days":18,"reasons":["conf:5","velocity","win:mid"],"computed_at":"2026-11-02T06:13:15Z"},"pay":null,"html_url":"https://alion.io/job/hamkorbank-senior-data-scientist-risk-modeler","json_url":"https://alion.io/job/hamkorbank-senior-data-scientist-risk-modeler.json","meta":{"generated_at":"2026-11-02T18:40:52Z","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":26176,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-03T00:00:00Z"}},"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":47276},"rest":"https://alion.io/mcp/rest/get_company?id=47276"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fhamkorbank-senior-data-scientist-risk-modeler"},{"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%2Fhamkorbank-senior-data-scientist-risk-modeler"},{"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%2Fhamkorbank-senior-data-scientist-risk-modeler"},{"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/hamkorbank-senior-data-scientist-risk-modeler\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fhamkorbank-senior-data-scientist-risk-modeler"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3269616}},{"tool":"search_jobs","arguments":{"company":"hamkorbank.uz","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3269616},"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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