{"id":3338578,"url":"https://alion.io/job/kaspi-kz-ml-engineer-2","title":"ML Engineer","company":{"id":45455,"name":"Kaspi.kz","domain":"kaspi.kz","url":"https://alion.io/company/kaspi-kz","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"HeadHunter","truth_index":{"grade":"A","score":100,"open_postings":3,"ghost_share":0,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":30,"computed_at":"2026-10-28T05:59:10Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","employment_type":null,"work_mode":"on_site","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":null,"salary_estimate":null,"experience_years_min":2,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"LangChain","optional":false},{"name":"LangGraph","optional":false},{"name":"LLM","optional":false},{"name":"LoRA","optional":false},{"name":"NLP","optional":false},{"name":"PEFT","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"SFT","optional":false},{"name":"Asyncio","optional":true},{"name":"Chain-of-Thought","optional":true},{"name":"Context Engineering","optional":true},{"name":"FastAPI","optional":true},{"name":"Prompt Engineering","optional":true},{"name":"Transformers","optional":true}],"status":"live","first_seen_at":"2026-10-27T14:41:02Z","employer_posted_date":"2026-10-27","last_verified_at":"2026-10-28T12:10:16Z","board_verified":true,"closed_at":null,"days_open":1,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":1},"description":"Мы Kaspi.kz - крупнейшая технологическая компания в Казахстане, миссия которой - улучшать людям жизнь. Ежемесячно нашим супер приложением пользуются более 14 млн казахстанцев.\n Сейчас мы рассматриваем кандидатов на роль Middle+ / Senior ML Engineer.\nРабота полностью из офиса в городе Алматы, формата удалёнки и гибрида - нет.\nИщем ML-инженера в команду, которая строит агентные системы.\n Вам предстоит:\n проектирование и развитие мультиагентных систем\n разработка агентных сценариев под продуктовые задачи\n промпт-инжиниринг\n дообучение и оптимизация моделей\n построение системы оценки качества\n вывод решений в прод.\n Мы ожидаем от вас:\n опыт от 2 лет в ML/NLP (от 3-4 для Senior)\n опыт вывода LLM-решений в прод\n уверенный Python\n практику с LangChain/LangGraph или аналогами\n понимание RAG и дообучения (PEFT/LoRA, SFT).\n плюсом будет опыт бэкенд-разработки: asyncio, FastAPI, высоконагруженные сервисы.\n понимание, что такое агент и агентные системы; паттерны проектирования агентов\n Prompt-engineering: few-shot, chain-of-thought, retrieval grounding, контроль формата вывода\n Работа с контекстом (context engineering)\n Оценка и контроль рисков при работе с LLM: галлюцинации, prompt injection\n Мы предлагаем:\n Развитие и карьерный рост- грейдинг+ адаптация;\n Офис в центре города;\n Обучение, тренинги и курсы за счет компании;\n Бесплатный тренажерный зал в офисе и доп скидки на абонементы в другие залы;\n Электронная библиотека - Kaspi Books и доступное приложение к нему;\n Премия в виде оклада по результатам работы;\n Клубы по интересам (настолки, киберспорт);\n Лояльные предложения для сотрудников (автокредит).","description_format":"text","description_chars":1621,"description_truncated":false,"requirements":{"experience_years_min":2,"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":["Marketplaces","Payment Processing & Gateways","Digital Banks & Neobanks"],"lifecycle":[{"event":"open","at":"2026-10-27T14:44:49Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":0,"expected_fill_days":30,"reasons":["conf:15","velocity","win:early","comp:junior"],"computed_at":"2026-10-28T05:59:10Z"},"pay":null,"html_url":"https://alion.io/job/kaspi-kz-ml-engineer-2","json_url":"https://alion.io/job/kaspi-kz-ml-engineer-2.json","meta":{"generated_at":"2026-10-28T15:19:15Z","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":20801,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-29T00:00:00Z"}},"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":45455},"rest":"https://alion.io/mcp/rest/get_company?id=45455"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fkaspi-kz-ml-engineer-2"},{"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%2Fkaspi-kz-ml-engineer-2"},{"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%2Fkaspi-kz-ml-engineer-2"},{"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/kaspi-kz-ml-engineer-2\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fkaspi-kz-ml-engineer-2"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3338578}},{"tool":"search_jobs","arguments":{"company":"kaspi.kz","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3338578},"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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