{"id":2612813,"url":"https://alion.io/job/commotion-ai-ml-engineer","title":"AI / ML Engineer","company":{"id":4058,"name":"Commotion","domain":"gocommotion.com","url":"https://alion.io/company/commotion","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","employment_type":null,"work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":[],"countries":[],"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":"Agno","optional":false},{"name":"AI Agents","optional":false},{"name":"Embeddings","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Hugging Face","optional":false},{"name":"LangChain","optional":false},{"name":"LLM","optional":false},{"name":"Multimodal AI","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Qwen","optional":false},{"name":"Self-Supervised Learning","optional":false},{"name":"Speech Recognition","optional":false},{"name":"Text-to-Speech","optional":false},{"name":"Whisper","optional":false}],"status":"live","first_seen_at":"2026-10-15T11:28:18Z","employer_posted_date":null,"last_verified_at":"2026-10-15T11:28:18Z","board_verified":false,"closed_at":null,"days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"We are looking for an AI/ML Engineer with a strong background in LLM fine-tuning, audio language models, and speech-to-speech pipelines. This is a research-focused role exploring new architectures, training methodologies, and agentic learning behaviors. You will work on LLM-backed speech systems to handle full conversational turn-taking, voice activity detection (VAD), and natural prosody.\nResponsibilities:\nResearch and develop direct speech-to-speech modeling pipelines using LLM backbones (e. g., Qwen) and audio encoders/decoders (e. g., Whisper).\nModel and evaluate turn-taking, latency handling, and VAD for real-time conversational AI.\nExplore Agentic Reinforcement Training (ART) and self-learning loops for continual improvement of speech models.\nDesign memory-augmented multimodal architectures for persistent recall and contextual understanding.\nCollaborate with the Research Director to define long-term AI research roadmaps.\nRequirements:\n2+ years of applied or academic experience in speech, multimodal, or LLM research.\nBachelor's or master's degree in computer science, AI, or a related field.\nStrong Python and scientific computing skills, with experience in JupyterHub environments.\nDeep understanding of LLM architectures, transformers, and multimodal embeddings.\nExperience with speech modeling pipelines, including ASR, TTS, speech-to-speech, or audio-language models.\nUnderstanding of turn-taking systems, VAD, prosody modeling, and real-time voice synthesis.\nFamiliarity with self-supervised learning, contrastive representation learning, and agentic reinforcement training (ART).\nStrong background in dataset curation, experimental design, and model evaluation.\nComfortable using Agno, Pipecat, Hugging Face, and PyTorch.\nFamiliarity with LangChain, vector stores, and memory systems for agentic research.\nExcellent written communication skills and the ability to clearly articulate research insights.","description_format":"text","description_chars":1928,"description_truncated":false,"requirements":{"experience_years_min":2,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Machine Learning","E-commerce Platforms"],"lifecycle":[{"event":"open","at":"2026-10-15T11:28:18Z"}],"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":17,"reasons":["seen:0","win:early","comp:junior"],"computed_at":"2026-10-15T21:01:42Z"},"pay":null,"html_url":"https://alion.io/job/commotion-ai-ml-engineer","json_url":"https://alion.io/job/commotion-ai-ml-engineer.json","meta":{"generated_at":"2026-10-15T21:01:42Z","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":31904,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-16T00:00:00Z"}},"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":4058},"rest":"https://alion.io/mcp/rest/get_company?id=4058"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fcommotion-ai-ml-engineer"},{"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%2Fcommotion-ai-ml-engineer"},{"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%2Fcommotion-ai-ml-engineer"},{"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/commotion-ai-ml-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fcommotion-ai-ml-engineer"}]}