{"landing":{"id":447,"type":"technology","title":"PEFT Jobs - Remote & On-site","description":"PEFT jobs hiring now at vetted startups and product companies on Alion, updated daily. Average salary around $214,972/year. Compare remote, hybrid and on-site positions with relocation and visa sponsorship. Browse and apply today.","url":"https://alion.io/jobs/peft","json_url":"https://alion.io/jobs/peft.json","filters":{"technology_ids_1":"628"},"updated_at":"2026-10-16T06:41:26Z"},"aggregates":{"jobs":930,"companies":551,"posted_last_7_days":143,"companies_active_90_days":468,"work_mode":{"remote":161,"hybrid":159,"on_site":610},"visa_sponsorship":13,"relocation":31,"equity":49,"salary_stated_n":213,"salary_estimated_n":540,"marked_inactive":71,"salary_usd_annual":{"p10":58237,"avg":220047,"p90":343000},"salary_stated":{"all":{"n":213,"p25":140000,"p50":213480,"p75":282700},"by_seniority":[{"seniority":"junior","n":10,"p25":115484,"p50":176000,"p75":270000},{"seniority":"middle","n":18,"p25":25808,"p50":175000,"p75":190000},{"seniority":"senior","n":62,"p25":116000,"p50":184000,"p75":253000},{"seniority":"staff","n":37,"p25":180000,"p50":253550,"p75":291600},{"seniority":"lead","n":44,"p25":213400,"p50":254875,"p75":298700}]},"salary_estimated":{"all":{"n":540,"p25":38500,"p50":78000,"p75":143000},"by_seniority":[{"seniority":"junior","n":32,"p25":21000,"p50":44000,"p75":109000},{"seniority":"middle","n":46,"p25":33500,"p50":53000,"p75":87000},{"seniority":"senior","n":219,"p25":35500,"p50":66000,"p75":126000},{"seniority":"staff","n":88,"p25":57500,"p50":104000,"p75":176500},{"seniority":"lead","n":83,"p25":41000,"p50":46500,"p75":125000},{"seniority":"head","n":12,"p25":107500,"p50":161000,"p75":195000}]},"top_technologies":[{"name":"PEFT","jobs":930},{"name":"LoRA","jobs":863},{"name":"Python","jobs":734},{"name":"Fine-tuning","jobs":710},{"name":"LLM","jobs":663},{"name":"RAG","jobs":558},{"name":"AI Agents","jobs":517},{"name":"PyTorch","jobs":454}],"top_locations":[{"name":"China","jobs":78},{"name":"Singapore","jobs":40},{"name":"United States","jobs":36},{"name":"India","jobs":32},{"name":"Poland","jobs":16},{"name":"Hong Kong","jobs":15},{"name":"South Korea","jobs":12},{"name":"Germany","jobs":11}],"top_companies":[{"name":"ByteDance","url":"https://alion.io/company/bytedance","jobs":26},{"name":"TikTok","url":"https://alion.io/company/tiktok","jobs":20},{"name":"Alibaba Group","url":"https://alion.io/company/alibaba-group","jobs":17},{"name":"EY","url":"https://alion.io/company/ey-com","jobs":13},{"name":"Hkpc","url":"https://alion.io/company/hkpc","jobs":13},{"name":"NVIDIA","url":"https://alion.io/company/nvidia","jobs":12},{"name":"Ultahost","url":"https://alion.io/company/ultahost","jobs":12},{"name":"UnitedHealth Group","url":"https://alion.io/company/unitedhealthgrp","jobs":10},{"name":"Johnson Controls","url":"https://alion.io/company/johnsoncontrols-3","jobs":9},{"name":"Zhijing Technology","url":"https://alion.io/company/zj-tech","jobs":9},{"name":"NEURA Robotics","url":"https://alion.io/company/neura-robotics","jobs":8},{"name":"Accenture","url":"https://alion.io/company/accenture","jobs":7}]},"content":{"sections":[{"title":"The market right now","text":"Alion currently lists 930 open PEFT jobs from 551 companies. 143 of them were posted or refreshed in the last seven days. 468 of the employers have posted something in the last three months, which is the pool worth watching if you are starting a search now. 71 of the 930 carry the marks of a stale or abandoned posting - open far beyond the usual time to fill, reposted, or on a board that mostly never closes a role - and are marked as likely inactive; the list can hide them. Every listing links straight to the employer, so you apply on their own board rather than through an intermediary."},{"title":"What these roles pay","text":"213 of these PEFT jobs state pay directly. Across them the middle half of the market sits between $140K and $283K a year, with a median of $213K. By level, the median runs junior at $176K, middle at $175K, senior at $184K, staff at $254K, and lead at $255K. The step from junior to lead is worth about 1.4x on median pay. Figures are gross annual amounts converted to US dollars, so roles in different currencies stay comparable."},{"title":"Where the work is","text":"The largest concentrations of these roles are China (78), Singapore (40), United States (36), India (32), and Poland (16). 17% of the listings are fully remote and a further 17% are hybrid, so a large part of this market is open to you regardless of where you live."},{"title":"Who is hiring","text":"The employers with the most open PEFT jobs right now are ByteDance (26), TikTok (20), Alibaba Group (17), EY (13), Hkpc (13), and NVIDIA (12). Each company page on Alion carries its size, funding stage, tech stack and every other position it has open, so you can judge the employer before you spend an evening on the application."},{"title":"What employers ask for","text":"Reading across the current listings, the tools that come up most often are PEFT (930), LoRA (863), Python (734), Fine-tuning (710), LLM (663), RAG (558), AI Agents (517), and PyTorch (454). The counts are how many of these openings name each one, which is a better guide to what is actually being hired for than a generic skills list."},{"title":"Relocation, visas and equity","text":"Of the current PEFT jobs, 13 state visa sponsorship, 31 offer a relocation package, and 49 include equity. These are filters on the list above, so you can narrow it to the ones that make a move possible for you."}],"faq":[{"question":"How many PEFT jobs are open right now?","answer":"There are 930 open PEFT jobs on Alion from 551 companies. The list was last refreshed on October 16, 2026."},{"question":"Are all of these PEFT jobs still being filled?","answer":"Probably not all of them. 71 of the 930 show the marks Alion reads as a likely inactive posting: open far longer than employers usually take to fill such a role, reposted several times, or sitting on a board that rarely closes anything. They stay listed with a warning, and the list can hide them with one switch."},{"question":"What do PEFT jobs pay?","answer":"The median is $213K a year, and the middle half of the market falls between $140K and $283K. This is based on the 213 listings that state pay."},{"question":"Are any of these roles remote?","answer":"161 of the 930 listings (17%) are fully remote, and you can filter the list down to them in one click."},{"question":"Which companies are hiring?","answer":"The most active employers right now are ByteDance, TikTok, Alibaba Group, EY, Hkpc, and NVIDIA. Each has its own page on Alion with the rest of its open roles."},{"question":"Can I get visa sponsorship or relocation?","answer":"Yes - of the current listings, 13 state visa sponsorship and 31 offer a relocation package. Both are filters on the jobs page."},{"question":"How do I apply?","answer":"Open any listing and apply on the employer's own board through the link on the page. No account is required to browse or to apply."}]},"jobs":[{"id":2696108,"url":"https://alion.io/job/convegenius-ml-engineer-2","json_url":"https://alion.io/job/convegenius-ml-engineer-2.json","title":"ML Engineer","company":{"id":1281,"name":"ConveGenius","url":"https://alion.io/company/convegenius"},"work_mode":"on_site","salary":{"min":2500000,"max":3500000,"currency":"INR","period":"year"},"status":"live","updated_at":"2026-10-16T09:53:33+00:00"},{"id":511060,"url":"https://alion.io/job/convegenius-ai-engineer-2","json_url":"https://alion.io/job/convegenius-ai-engineer-2.json","title":"AI Engineer - 2","company":{"id":1281,"name":"ConveGenius","url":"https://alion.io/company/convegenius"},"work_mode":"on_site","salary":{"min":2000000,"max":2500000,"currency":"INR","period":"year"},"status":"live","updated_at":"2026-09-09T07:48:17+00:00"},{"id":48279,"url":"https://alion.io/job/convegenius-sr-ml-engineer-generative-ai","json_url":"https://alion.io/job/convegenius-sr-ml-engineer-generative-ai.json","title":"Sr. ML Engineer","company":{"id":1281,"name":"ConveGenius","url":"https://alion.io/company/convegenius"},"work_mode":"on_site","salary":{"min":5000000,"max":7000000,"currency":"INR","period":"year"},"status":"live","updated_at":"2026-07-16T06:27:35+00:00"},{"id":2689366,"url":"https://alion.io/job/huntingcube-machine-learning-engineer-2","json_url":"https://alion.io/job/huntingcube-machine-learning-engineer-2.json","title":"Machine Learning Engineer","company":{"id":3801649,"name":"Huntingcube","url":"https://alion.io/company/huntingcube"},"work_mode":"remote","salary":null,"status":"live","updated_at":"2026-10-16T06:41:26+00:00"},{"id":1252875,"url":"https://alion.io/job/huntingcube-research-scientist","json_url":"https://alion.io/job/huntingcube-research-scientist.json","title":"Research Scientist","company":{"id":3801649,"name":"Huntingcube","url":"https://alion.io/company/huntingcube"},"work_mode":"remote","salary":null,"status":"live","updated_at":"2026-09-11T12:48:06+00:00"},{"id":2689375,"url":"https://alion.io/job/publicis-sapient-senior-pythongenerative-ai-engineer-2","json_url":"https://alion.io/job/publicis-sapient-senior-pythongenerative-ai-engineer-2.json","title":"Senior Python/Generative AI Engineer","company":{"id":720266,"name":"Publicis Sapient","url":"https://alion.io/company/publicissapient-2"},"work_mode":"hybrid","salary":null,"status":"live","updated_at":"2026-10-16T06:32:50+00:00"},{"id":2689430,"url":"https://alion.io/job/zorba-consulting-generative-aiagentic-ai-engineer","json_url":"https://alion.io/job/zorba-consulting-generative-aiagentic-ai-engineer.json","title":"Generative AI/Agentic AI Engineer","company":{"id":3800188,"name":"Zorba Consulting","url":"https://alion.io/company/zorba-consulting"},"work_mode":"on_site","salary":null,"status":"live","updated_at":"2026-10-16T04:56:15+00:00"},{"id":2674130,"url":"https://alion.io/job/iemens-i-ative-iagoushiqiyeji-i-gent-aifapingtai","json_url":"https://alion.io/job/iemens-i-ative-iagoushiqiyeji-i-gent-aifapingtai.json","title":"AI Native 架构师（企业级 AI Agent 开发平台）","company":{"id":131,"name":"Siemens","url":"https://alion.io/company/siemens"},"work_mode":"on_site","salary":null,"status":"live","updated_at":"2026-10-16T04:33:43+00:00"},{"id":2653013,"url":"https://alion.io/job/novo-nordisk-data-scientist-i","json_url":"https://alion.io/job/novo-nordisk-data-scientist-i.json","title":"Data Scientist I","company":{"id":1876747,"name":"Novo Nordisk","url":"https://alion.io/company/novonordisk-se"},"work_mode":"on_site","salary":null,"status":"live","updated_at":"2026-10-15T22:19:29+00:00"},{"id":2643390,"url":"https://alion.io/job/quantiphi-architect-ml-engineer","json_url":"https://alion.io/job/quantiphi-architect-ml-engineer.json","title":"Architect ML Engineer","company":{"id":6155,"name":"Quantiphi","url":"https://alion.io/company/quantiphi"},"work_mode":"on_site","salary":null,"status":"live","updated_at":"2026-10-15T19:28:38+00:00"},{"id":1481416,"url":"https://alion.io/job/quantiphi-technical-architect-ml-3","json_url":"https://alion.io/job/quantiphi-technical-architect-ml-3.json","title":"Technical Architect - 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