{"id":1373743,"url":"https://alion.io/job/smartcity-ai-ml-inzhener","title":"AI / ML-инженер","company":{"id":3834782,"name":"Smart City","domain":"smart-city.by","url":"https://alion.io/company/smartcity-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":null,"employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Minsk, Belarus"],"countries":["BY"],"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":"CatBoost","optional":false},{"name":"Docker","optional":false},{"name":"Edge AI","optional":false},{"name":"FFmpeg","optional":false},{"name":"Git","optional":false},{"name":"LightGBM","optional":false},{"name":"Linux","optional":false},{"name":"LiteRT","optional":false},{"name":"ONNX","optional":false},{"name":"ONNX Runtime","optional":false},{"name":"Open3D","optional":false},{"name":"OpenCV","optional":false},{"name":"PDAL","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"SQL","optional":false},{"name":"TensorRT","optional":false},{"name":"TFLite","optional":false},{"name":"Transformers","optional":false},{"name":"YOLO","optional":false},{"name":"C","optional":true},{"name":"Kotlin","optional":true},{"name":"NeRF","optional":true},{"name":"PostGIS","optional":true},{"name":"PostgreSQL","optional":true},{"name":"TensorFlow","optional":true},{"name":"VLM","optional":true}],"status":"live","first_seen_at":"2026-09-28T05:42:54Z","employer_posted_date":"2026-09-28","last_verified_at":"2026-10-21T02:57:55Z","board_verified":true,"closed_at":null,"days_open":23,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":23},"description":"Ищем AI / ML-инженера для разработки систем на стыке 2D/3D компьютерного зрения, временных рядов и Edge AI (ключевой проект связан с распознаванием дорожных знаков и инфраструктуры), работа в офисе (г. Минск).\n Задачи:\n Разработка Edge-решений: оптимизация, квантизация (INT8/QAT) и деплой легких моделей на мобильные и бортовые устройства для распознавания дорожных знаков и инфраструктуры «на лету»;\n\n Обработка видеопотока (2D CV): построение пайплайнов детекции, сегментации и сквозного трекинга объектов на видео в реальном времени;\n\n Работа с 3D-данными (LiDAR): обработка облаков точек, 3D-сегментация и калибровка связки «камера-LiDAR» для точного позиционирования объектов;\n\n Анализ временных рядов: прогнозирование редких событий и обработка пространственно-временных данных (телеметрия, геоданные, внешние факторы);\n\n Оптимизация и деплой: сборка пайплайнов в Docker, конвертация моделей в ONNX/TensorRT для максимальной производительности.\n\n Требования: База: Python, PyTorch, Git, Docker, Linux CLI, ONNX / TensorRT. Английский B2;\n\n 2D CV & Видео: YOLOv8+, Mask R-CNN, SAM, ByteTrack/StrongSORT, ffmpeg / OpenCV, VideoSwin / SlowFast;\n\n 3D (Облака точек): PointNet++, KPConv, VoxelNet / PointPillars, Open3D / PDAL, калибровка LiDAR-камера;\n\n Временные ряды: LSTM / GRU, Temporal Fusion Transformer, CatBoost / LightGBM, SQL, pandas;\n\n Edge / Mobile: YOLO-NAS, NanoDet, TFLite / ONNX Runtime Mobile, квантизация INT8 / QAT;\n\n Будет плюсом: GroundingDINO, CLIP/VLM, RAFT, spconv, GPS/IMU/RTK, NeRF/3DGS, PostGIS/OSM, Android (NDK/Kotlin).\n\n Условия: Работа в офисе (г. Минск);\n\n Официальное оформление и стабильный доход от 2 500 USD;\n\n 6 месяцев (период глубокого погружения в проект и адаптации);\n\n Сложные, амбициозные задачи на стыке передовых технологий (2D/3D CV, Edge AI);\n\n Сильная техническая команда и гибкие процессы разработки;\n\n Современный стек технологий и возможность влиять на архитектуру решений.\n\n Ссылка на вакансию в банке вакансий на gsz.gov.by:вакансия перспективная","description_format":"text","description_chars":2002,"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},{"language":"English","level":"Upper-Intermediate (B2)","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Geospatial Analytics","Smart City"],"lifecycle":[{"event":"open","at":"2026-09-28T05:46:28Z"}],"visa":[],"liveness":{"score":35,"band":"fade","label":"Fading","p_open":1,"p_active":0.641,"p_room":0.55,"age_days":23,"expected_fill_days":23,"reasons":["conf:2","win:tail"],"computed_at":"2026-10-21T05:46:15Z"},"pay":null,"html_url":"https://alion.io/job/smartcity-ai-ml-inzhener","json_url":"https://alion.io/job/smartcity-ai-ml-inzhener.json","meta":{"generated_at":"2026-10-21T07:20:04Z","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":10369,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-22T00:00:00Z"}},"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":3834782},"rest":"https://alion.io/mcp/rest/get_company?id=3834782"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fsmartcity-ai-ml-inzhener"},{"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%2Fsmartcity-ai-ml-inzhener"},{"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%2Fsmartcity-ai-ml-inzhener"},{"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/smartcity-ai-ml-inzhener\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fsmartcity-ai-ml-inzhener"}]}