{"id":2432280,"url":"https://alion.io/job/jetlyn-ml-developer-go","title":"ML developer + GO","company":{"id":771,"name":"Jetlyn","domain":"jetlyn.ru","url":"https://alion.io/company/jetlyn","size_band":"11-50","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"Backend","role_family":"Backend","seniority":"senior","employment_type":"full_time","work_mode":"remote","remote_scope":"stated_regions","remote_scope_basis":"inferred_board_market","remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":[],"countries":[],"hiring_countries":["RU","BY","KZ","KG","AM"],"hiring_countries_total":5,"salary":null,"salary_estimate":{"min_usd":91000,"max_usd":226000,"period":"year","method":"global_role_seniority_cell","sample_n":6426},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"BERT","optional":false},{"name":"Few-Shot Learning","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Go","optional":false},{"name":"gRPC","optional":false},{"name":"Hugging Face","optional":false},{"name":"LLM","optional":false},{"name":"LoRA","optional":false},{"name":"ONNX","optional":false},{"name":"ONNX Runtime","optional":false},{"name":"PEFT","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"QLoRA","optional":false},{"name":"Speech Recognition","optional":false},{"name":"TensorRT","optional":false},{"name":"TensorRT-LLM","optional":false},{"name":"Text-to-Speech","optional":false},{"name":"Triton","optional":false},{"name":"Triton Inference Server","optional":false},{"name":"vLLM","optional":false},{"name":"Kubernetes","optional":true},{"name":"NLP","optional":true},{"name":"Qwen","optional":true},{"name":"Transformers","optional":true}],"status":"live","first_seen_at":"2026-10-13T09:37:29Z","employer_posted_date":null,"last_verified_at":"2026-10-13T09:37:29Z","board_verified":false,"closed_at":null,"days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"Навыки: Golang, LLM, Python, gRPC. Квалификация: Senior. Специализации: ML разработчик.\nТребования к специалисту\nУверенный опыт работы с LLM/SLM (Few-shot learning, prompt engineering) и BERT (классификация сценариев и интентов).\nПрактический опыт finetuning LLM (PEFT, LoRA/QLoRA) под узкие прикладные задачи.\nУверенный дебаг LLM: умение быстро понять, почему модель ответила не так, и исправить это промптом, гиперпараметром или файнтюном.\nОпыт дообучения и оптимизации TTS-моделей.\nОпыт работы и интеграции современных ASR-систем (в частности, GigaAMv2).\nОпыт работы как с графовыми/сценарийными диалоговыми движками, так и с LLM-агентами.\nВысокая скорость диагностики проблем в инференсе, локализации багов и принятия инженерных решений.\nУверенное владение Python (PyTorch, huggingface, фреймворки инференса) и Go.\nОпыт работы с оптимизацией инференса под low-latency (vLLM, TensorRT-LLM, Triton Inference Server, ONNX Runtime).\nПрактика работы со потоковым аудио в реальном времени (streaming ASR/TTS, gRPC-контракты).\nGoLang: базовое понимание дизайна сервисов (SOLID, DRY, KISS); типизация (строки, числа, слайсы и мапы); примитивы синхронизации и конкуренция (горутины, каналы); указатели и работа с ними; observability.\nБудет плюсом:\nопыт работы с gRPC.\nумение настроить инфраструктуру (k8s/inventory).\nзнания работы TCP.\nЗадачи\nПоэтапный перевод системы с графа сценариев и скиллов на управляемый LLM-based диалог.\nДебаг голосового пайплайна (поиск причин high latency, галлюцинаций LLM, проблем с передачей аудио, графовых ошибок и т.п.).\nОперативное принятие архитектурных решений и их самостоятельная реализация в коде.\nРабота с диалоговым стеком и NLP: поддержка и быстрая отладка few-shot классификации сценариев на базе Qwen и классификаторов на BERT.\nУчёт краевых случаев, исправление ошибочных срабатываний интентов.\nПри необходимости - finetuning локальных LLM (извлечение сущностей, удерживание инструкций).\nРабота с речевым стеком: интеграция и поддержка ASR на базе GigaAMv2 (отладка качества распознавания, работы VAD и передачи текста дальше по пайплайну).\nДообучение и настройка инференса собственных и опенсорсных TTS и систем клонирования голоса для достижения нужного качества звучания и скорости работы.","description_format":"text","description_chars":2232,"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":"Russia","iso":"RU","kind":"country"},{"name":"Belarus","iso":"BY","kind":"region"},{"name":"Kazakhstan","iso":"KZ","kind":"region"},{"name":"Kyrgyzstan","iso":"KG","kind":"region"},{"name":"Armenia","iso":"AM","kind":"region"}],"hiring_excludes":[],"relocation_offered":false,"industries":["IT Outsourcing & Dedicated Teams","Custom Software Development"],"lifecycle":[{"event":"open","at":"2026-10-13T09:37:29Z"}],"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":7,"reasons":["seen:0","win:early"],"computed_at":"2026-10-14T05:46:39Z"},"pay":null,"html_url":"https://alion.io/job/jetlyn-ml-developer-go","json_url":"https://alion.io/job/jetlyn-ml-developer-go.json","meta":{"generated_at":"2026-10-14T05:46:39Z","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":7278,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-15T00:00:00Z"}},"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":771},"rest":"https://alion.io/mcp/rest/get_company?id=771"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fjetlyn-ml-developer-go"},{"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%2Fjetlyn-ml-developer-go"},{"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%2Fjetlyn-ml-developer-go"},{"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/jetlyn-ml-developer-go\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fjetlyn-ml-developer-go"}]}