{"id":2701042,"url":"https://alion.io/job/kuailu-software-llm-evaluation-engineer","title":"LLM Evaluation Engineer","company":{"id":3802225,"name":"Kuailu Software","domain":"kuailutech.com","url":"https://alion.io/company/kuailu-software","size_band":"201-500","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":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Singapore"],"countries":["SG"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":6000,"max":12000,"currency":"SGD","period":"month","gross":true,"usd_annual":112284},"salary_estimate":null,"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"LLM","optional":false},{"name":"lm-eval-harness","optional":false},{"name":"Pre-training","optional":false},{"name":"Python","optional":false},{"name":"SGLang","optional":false},{"name":"vLLM","optional":false},{"name":"CI/CD","optional":true}],"status":"live","first_seen_at":"2026-10-16T00:00:00Z","employer_posted_date":null,"last_verified_at":"2026-10-16T00:00:00Z","board_verified":false,"closed_at":null,"days_open":1,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":1},"description":"Job Description\nBuild and maintain automated LLM evaluation pipelines covering multiple dimensions, including general capabilities, Agent capabilities, and persona/role-playing capabilities. Support one-click evaluation, historical result comparison, and regression testing.\nConduct general capability evaluations using established benchmarks such as MMLU, C-Eval, HumanEval, GSM8K, MATH, and IFEval, including benchmark deployment, execution, and results analysis.\nConduct Agent capability evaluations, including setting up evaluation environments and tracking performance metrics for benchmarks such as BFCL, τ-bench, and GAIA.\nDesign and execute persona and role-playing evaluation frameworks, covering metrics such as identity recognition, role consistency, multi-turn stability, and style consistency.\nRecord and analyse evaluation results across model training runs, perform comparisons and anomaly detection, and prepare evaluation reports for training checkpoints.\nConduct regular intermediate evaluations during the pre-training stage to track the evolution and improvement of model capabilities.\nJob Requirements\nBachelor's degree or above in Computer Science, Artificial Intelligence, or a related discipline.\nFamiliar with mainstream LLM evaluation benchmarks and frameworks, such as lm-eval-harness, OpenCompass, and EvalPlus.\nProficient in Python, with the ability to independently build evaluation pipelines covering model inference/deployment, batch evaluation, and results analysis.\nFamiliar with LLM inference frameworks such as vLLM and SGLang, with the ability to deploy models for batch inference and evaluation.\nExperience in evaluation data analysis and visualisation.\nDetail-oriented and rigorous, with a strong focus on ensuring the reproducibility and reliability of evaluation results.\nGood to Have\nExperience with Agent evaluation, particularly BFCL, τ-bench, GAIA, or SWE-bench.\nExperience with persona or role-playing evaluation, such as CharacterBench or RMTBench.\nExperience in evaluation automation and CI/CD integration.\nUnderstanding of LLM training workflows, with the ability to interpret the relationship between training checkpoints and evaluation results.\nSkills\nRecognition, Reporting Training, Regression Testing, Mathematics, Pipeline Development, scientific discipline, Artificial Intelligence, Batch Processing, Data Evaluation, Inference Engine, Capability Development, Reproducibility, Role Playing, Capability Analysis, Benchmarking, Performance Evaluations","description_format":"text","description_chars":2505,"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":["AI Agents","Enterprise Apps Implementation Partners"],"lifecycle":[{"event":"open","at":"2026-10-16T10:28:15Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":1,"expected_fill_days":22,"reasons":["seen:1","velocity","win:early"],"computed_at":"2026-10-17T05:46:00Z"},"pay":{"stated_usd_annual":112284,"is_top_pay":false},"html_url":"https://alion.io/job/kuailu-software-llm-evaluation-engineer","json_url":"https://alion.io/job/kuailu-software-llm-evaluation-engineer.json","meta":{"generated_at":"2026-10-17T16:48:59Z","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":23203,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-18T00:00:00Z"}},"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":3802225},"rest":"https://alion.io/mcp/rest/get_company?id=3802225"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fkuailu-software-llm-evaluation-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%2Fkuailu-software-llm-evaluation-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%2Fkuailu-software-llm-evaluation-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/kuailu-software-llm-evaluation-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fkuailu-software-llm-evaluation-engineer"}]}