{"id":2952613,"url":"https://alion.io/job/xperteez-technology-llm-trainer-agent-function-call","title":"LLM Trainer - Agent Function call","company":{"id":4435561,"name":"Xperteez Technology","domain":"xperteez.co.in","url":"https://alion.io/company/xperteez-technology","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"Education","role_family":"Education","seniority":null,"employment_type":"contractor","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"posting_text","remote_working_hours":{"label":"PST","utc_offset_min":-8,"utc_offset_max":-8},"hiring_geo_confidence":"explicit","locations":[],"countries":[],"hiring_countries":["IN","BR","EG","KE","MX","NG","PK","TR","BD","GH"],"hiring_countries_total":10,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Fine-tuning","optional":false},{"name":"Function Calling","optional":false},{"name":"JavaScript","optional":false},{"name":"LLM","optional":false},{"name":"Python","optional":false}],"status":"live","first_seen_at":"2026-10-13T09:56:09Z","employer_posted_date":null,"last_verified_at":"2026-10-13T09:56:09Z","board_verified":false,"closed_at":null,"days_open":10,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":10},"description":"Required Skills\nPython\n\nJava\n\nJavaScript\n\nOffer Details:\nCommitments Required: At least 4 hours per day and minimum 20 hours per week with overlap of 4 hours with PST. (We have 3 options of time commitment: 20 hrs/week, 30 hrs/week or 40 hrs/week)\n\nEngagement Type: Contractor assignment (no medical/paid leave)\n\nDuration of Contract: 6 Weeks (Freelance)\n\nPerks:\nWork in a fully remote environment.\n\nOpportunity to work on cutting-edge AI projects with leading LLM companies.\n\nLocation: India, Pakistan, Nigeria, Kenya, Egypt, Ghana, Bangladesh, Turkey, Brazil, Mexico\nRole Overview:This position is within a project with one of the foundational LLM companies. The goal is to assist these foundational LLM companies in enhancing their Large Language Models.\nOne way we help these companies improve their models is by providing them with high-quality proprietary data. This data serves two main purposes: first, as a basis for fine-tuning their models, and second, as an evaluation set to benchmark the performance of their models or competitor models.\nFor example, in the case of Agent Completion (AC) data generation, your task will be to simulate high-quality multi-turn conversations between a user and a smart assistant that utilizes function-calling tools to accomplish user goals. You will craft these dialogues by playing both the assistant and the user, while simulating tool use where necessary to guide the assistant through complex decision-making and real-world reasoning scenarios.\nWhat does day-to-day look like:\nDesign multi-turn conversations that simulate real interactions between users and AI assistants using apps like calendar, email, maps, and drive.\n\nEmulate both the user and the assistant, including the assistant's tool calls (only when corrections are needed).\n\nCarefully select when and how the assistant uses available tools, ensuring logical flow and proper usage of function calls.\n\nCraft dialogues that demonstrate natural language, intelligent behavior, and contextual understanding across multiple turns.\n\nGenerate examples that showcase the assistant’s ability to gracefully complete feasible tasks, recognize infeasible ones, and maintain engaging general chat when tools aren’t required.\n\nEnsure all conversations adhere to defined formatting and quality guidelines, using an internal playbook.\n\nIterate on conversation examples based on feedback to continuously improve realism, clarity, and value for training purposes.\n\nCollaborate with peers and reviewers to maintain consistency and high standards in deliverables.\n\nRequirements:\nStrong general technical reasoning skills and the ability to model real-world assistant behavior using tool-based APIs.\n\nAbility to break down complex tasks and simulate realistic dialogues that reflect user expectations and assistant limitations.\n\nExperience in any programming language or tech stack is acceptable; a strong grasp of APIs, data formats (e.g., JSON), and logical thinking is more critical than specific toolsets.\n\nExcellent written communication skills in English, with a focus on clarity, tone, and instructional coherence.\n\nCreativity and attention to detail in crafting realistic scenarios and responses.\n\nExperience working with or around LLMs, virtual assistants, or function-calling frameworks is a plus.\n\nAbility to follow detailed guidelines and formatting standards with high consistency.\n\n3+ years of overall professional experience in a technical or analytical field.\n\nOriginally posted on Himalayas","description_format":"text","description_chars":3499,"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":[]},"benefits":[],"hiring_locations":[{"name":"India","iso":"IN","kind":"country"},{"name":"Brazil","iso":"BR","kind":"country"},{"name":"Egypt","iso":"EG","kind":"country"},{"name":"Kenya","iso":"KE","kind":"country"},{"name":"Mexico","iso":"MX","kind":"country"},{"name":"Nigeria","iso":"NG","kind":"country"},{"name":"Pakistan","iso":"PK","kind":"country"},{"name":"Turkey","iso":"TR","kind":"country"},{"name":"Bangladesh","iso":"BD","kind":"country"},{"name":"Ghana","iso":"GH","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-10-20T20:31:20Z"}],"visa":[],"liveness":{"score":85,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.849,"p_room":1,"age_days":10,"expected_fill_days":35,"reasons":["seen:10","velocity","win:early"],"computed_at":"2026-10-24T06:02:35Z"},"pay":null,"html_url":"https://alion.io/job/xperteez-technology-llm-trainer-agent-function-call","json_url":"https://alion.io/job/xperteez-technology-llm-trainer-agent-function-call.json","meta":{"generated_at":"2026-10-24T07:18:34Z","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":10791,"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":4435561},"rest":"https://alion.io/mcp/rest/get_company?id=4435561"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fxperteez-technology-llm-trainer-agent-function-call"},{"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%2Fxperteez-technology-llm-trainer-agent-function-call"},{"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%2Fxperteez-technology-llm-trainer-agent-function-call"},{"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/xperteez-technology-llm-trainer-agent-function-call\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fxperteez-technology-llm-trainer-agent-function-call"}]}