{"id":3141330,"url":"https://alion.io/job/idfy-machine-learning-engineer-gpullm","title":"Machine Learning Engineer - GPU/LLM","company":{"id":2924,"name":"IDfy","domain":"idfy.com","url":"https://alion.io/company/idfy","size_band":"51-200","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":"middle","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Mumbai, India","Pune, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":18000,"max_usd":48000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":31},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Computer Vision","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"NLP","optional":false},{"name":"OCR","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false}],"status":"live","first_seen_at":"2026-10-23T08:29:35Z","employer_posted_date":null,"last_verified_at":"2026-10-23T08:29:35Z","board_verified":false,"closed_at":null,"days_open":1,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":1},"description":"Job Description :\n\nThis is a model-building role.\n\nYou will train, fine-tune, evaluate, and optimize deep learning models that run in production against live traffic. Your day is spent on loss functions, data distributions, decision thresholds, calibration, and inference numerics. It is not spent wiring together third-party APIs or assembling agent frameworks.\n\nTotal Experience : 3-6 years\n\nThe scale you will operate at :\n\nWe run 40+ production ML models across two large families, on a mixed CPU and GPU fleet.\n\n- Documents: Region of Interest detection, Photocopy Classifier, Text Tampering, Photo Tampering, Readability, OCR, Named Entity Recognition, PII Masking.\n\n- Faces: Face Detection, Face Quality, Sunglass Detection, NSFW, Face Mask Detection, Face Match, Liveness Detection, Deepfake Detection.\n\nThe production footprint :\n\n- 2000 requests per second at peak\n\n- 25 TB of serving RAM\n\n- 18,000 CPUs\n\n- 120 NVIDIA L4 GPUs\n\n- 2M+ verifications per day\n\nWhat you will do :\n\n- Frame ambiguous problems mathematically.\n\n- Train models, end to end.\n\n- Evaluate with rigor.\n\n- Optimize for inference at scale.\n\n- Reproduce and improve on research.\n\n- Lead and mentor 3 to 6 junior engineers.\n\nWhat you bring :\n\n- ML fundamentals: Probability, statistics, optimization, and linear algebra.\n\n- Proven model-training experience in PyTorch.\n\n- Evaluation and calibration expertise.\n\n- 4+ years building and operating large-scale ML systems.\n\n- Working with LLMs at the model level, not just API.\n\nSkills\nMachine Learning, Deep Learning, Python, Computer Vision, NLP, Artificial Intelligence, MLOps, Generative AI, GPU, LLM","description_format":"text","description_chars":1626,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Identity Management"],"lifecycle":[{"event":"open","at":"2026-10-23T08:31:20Z"}],"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":31,"reasons":["seen:0","velocity","win:early"],"computed_at":"2026-10-24T06:02:35Z"},"pay":null,"html_url":"https://alion.io/job/idfy-machine-learning-engineer-gpullm","json_url":"https://alion.io/job/idfy-machine-learning-engineer-gpullm.json","meta":{"generated_at":"2026-10-24T14:36:40Z","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":"assistant_verified","counted_by":"address","units_charged":1,"used_today":2400,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-25T00:00:00Z"}},"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":2924},"rest":"https://alion.io/mcp/rest/get_company?id=2924"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fidfy-machine-learning-engineer-gpullm"},{"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%2Fidfy-machine-learning-engineer-gpullm"},{"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%2Fidfy-machine-learning-engineer-gpullm"},{"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/idfy-machine-learning-engineer-gpullm\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fidfy-machine-learning-engineer-gpullm"}]}