{"id":2316602,"url":"https://alion.io/job/targetai-senior-computer-vision-engineer-2","title":"Senior Computer Vision Engineer","company":{"id":447021,"name":"TargetAI","domain":"targetai.kz","url":"https://alion.io/company/targetai","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":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Astana, Kazakhstan"],"countries":["KZ"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":21000,"max_usd":54000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":1986},"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Apache Kafka","optional":false},{"name":"C++","optional":false},{"name":"CNN","optional":false},{"name":"Computer Vision","optional":false},{"name":"Data Augmentation","optional":false},{"name":"Fine-tuning","optional":false},{"name":"gRPC","optional":false},{"name":"Linux","optional":false},{"name":"MLFlow","optional":false},{"name":"OCR","optional":false},{"name":"ONNX","optional":false},{"name":"OpenCV","optional":false},{"name":"OpenVINO","optional":false},{"name":"PyTorch","optional":false},{"name":"PyTorch C++","optional":false},{"name":"Rest API","optional":false},{"name":"TensorFlow","optional":false},{"name":"TensorFlow C++","optional":false},{"name":"YOLO","optional":false}],"status":"live","first_seen_at":"2026-10-12T04:45:19Z","employer_posted_date":"2026-10-12","last_verified_at":"2026-10-11T15:54:29Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"TargetAI Limited 7 лет разрабатывает интеллектуальные системы видеонаблюдения и видеоаналитики. Наша платформа обрабатывает миллионы событий в реальном времени, повышая безопасность граждан и решая задачи крупного бизнеса.\n Сейчас мы ищемSenior Video Analytics Engineer, который будет отвечать за разработку, оптимизацию и промышленное внедрение ML-моделей видеоаналитики, работающих на CPU, а также за качество, стабильность и масштабируемость видеоаналитики в продуктах TargetAI.\nЧем предстоит заниматься: \n1. Проектирование и развитие CV/Video Analytics моделей: детекция объектов (person, vehicle, face и др.), трекинг, распознавание (лица, госномера, атрибуты).\n2. Работа с video pipelines:\n- RTSP/HTTP\n- decoding, frame sampling, batching\n3. Адаптация и кастомизация моделей под реальные условия: плохое освещение, разные углы камер, шумы, сжатие, FPS drops.\n4. Fine-tuning и дообучение моделей под конкретные сценарии заказчиков.\n5. Оптимизация inference под CPU.\n6. Снижение latency и потребления ресурсов.\n7. Балансировка точности vs производительности.\n8. Интеграция ML-моделей в production: backend-сервисы, edge-устройства, on-prem инсталляции.\n9. Мониторинг качества моделей:\n- precision/recall\n- drift данных\n10. Подготовка и анализ датасетов: разметка, валидация, data augmentation.\n11. Построение пайплайнов обучения и тестирования.\n12. Анализ ошибок моделей и деградации качества.\nЧто мы ждем от кандидата:\n1. Опыт 4+ лет в Computer Vision/Video Analytics.\n2. Отличное понимание работы:\n- CNN, YOLO, SSD\n- Face recognition pipelines\n- OCR/ALPR\n3. Большой опыт работы с: PyTorch или TensorFlow, OpenCV, ONNX.\n4. Понимание работы видеоформатов и потоков: RTSP, codecs (H.264/H.265), FPS, bitrate, latency.\n5. Опыт оптимизации под CPU-only inference.\n6. Опыт работы с Linux.\n7. Глубокое понимание:\n- OpenVINO\n- Логики работы с edge-устройствами\n- C++ для performance-critical частей\n- Kafka\n- gRPC/REST\n8. Навыки MLOps: MLflow, model versioning, monitoring.\n9. Опыт работы с large-scale CCTV проектами.\n Мы предлагаем:- Расширенное медицинское страхование;\n- Компенсация занятий спортом;\n- Доступ к образовательной платформе с мини-курсами и полными программами по разным направлениям.","description_format":"text","description_chars":2199,"description_truncated":false,"requirements":{"experience_years_min":4,"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":["Robotic Software & Control Systems","Computer Vision","Video Surveillance"],"lifecycle":[{"event":"open","at":"2026-10-12T04:49:41Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":22,"reasons":["conf:2","win:early"],"computed_at":"2026-10-12T06:55:09Z"},"pay":null,"html_url":"https://alion.io/job/targetai-senior-computer-vision-engineer-2","json_url":"https://alion.io/job/targetai-senior-computer-vision-engineer-2.json","meta":{"generated_at":"2026-10-12T10:09:34Z","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":15574,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-13T00:00:00Z"}},"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":447021},"rest":"https://alion.io/mcp/rest/get_company?id=447021"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Ftargetai-senior-computer-vision-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%2Ftargetai-senior-computer-vision-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%2Ftargetai-senior-computer-vision-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/targetai-senior-computer-vision-engineer-2\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Ftargetai-senior-computer-vision-engineer-2"}]}