{"id":4068327,"url":"https://alion.io/job/v2soft-ai-qa-engineer","title":"AI QA Engineer","company":{"id":694467,"name":"V2Soft","domain":"v2soft.com","url":"https://alion.io/company/v2soft","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"SmartRecruiters","truth_index":null},"role":"QA","role_family":"QA","seniority":"senior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":2000000,"max":2700000,"currency":"INR","period":"year","gross":true,"usd_annual":28795},"salary_estimate":null,"experience_years_min":6,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"LLM Evaluation","optional":false},{"name":"Pytest","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Amazon SageMaker","optional":true},{"name":"LLM","optional":true},{"name":"MLFlow","optional":true}],"status":"live","first_seen_at":"2026-11-11T11:08:47Z","employer_posted_date":null,"last_verified_at":"2026-11-11T11:08:47Z","board_verified":false,"closed_at":null,"days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"Work Description :\n\n- Own the acceptance test plan: define how 95% detection accuracy and - 5% area variance are measured, and enforce the split between the calibration set used for tuning and the held-out set used for acceptance\n\n- Build and maintain the coverage matrix across design types and symbol classes, flagging thin or empty cells as known gaps\n\n- Report accuracy per symbol class with confidence intervals, not just an aggregate figure, and enforce the per-class minimum instance count below which a class is reported as provisional\n\n- Run no-regression checks across fine-tune rounds so a new model cannot pass on average while regressing on a rare but critical class\n\n- Build the Knowledge Bot evaluation suite: a curated Q&A set with known-correct answers, scored for groundedness and faithfulness against every prompt and model version\n\n- Perform adversarial and AI security testing before production and after material architectural change prompt injection, jailbreak attempts, RAG-specific attacks, cross-user data isolation and AI data leakage\n\n- Validate correction-quality controls: spot-audit ambiguous classes, track inter-reviewer agreement, and confirm conflicting human corrections are adjudicated before entering the labelled set\n\n- Stand up drift monitoring and produce the periodic model-health report covering drift indicators, correction rates, confidence-score trends, retraining events and acceptance results by version\n\n- Run functional and integration testing of the HE2 workflow alongside the model validation work\n\nWhat you need :\n\n- Python, and the ability to write your own evaluation harnesses rather than only driving a test tool\n\n- Solid grasp of ML evaluation: precision, recall, per-class metrics, confidence intervals, sampling bias, and why a held-out set must stay held out\n\n- Experience testing an ML or AI system in production - you have caught a model problem, not only an application bug\n\n- Test automation and CI, with pytest or equivalent\n\n- API testing and the discipline to build reproducible, versioned test datasets\n\n- Clear written reporting: your reports go to the customer and support a payment gate\n\nNice to have :\n\n- LLM red-teaming or prompt injection testing experience\n\n- Familiarity with RAG evaluation frameworks and groundedness scoring\n\n- Statistical background: clustering effects, effective sample size, stratified sampling\n\n- Exposure to SageMaker Model Monitor, MLflow or comparable drift and experiment tracking\n\n- Security testing certification or demonstrable practice\n\nSkills\nAI/ML Testing, Python, PyTest, Security Testing, API Testing, LLM, RAG, Testing, Automation Testing","description_format":"text","description_chars":2651,"description_truncated":false,"requirements":{"experience_years_min":6,"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":["IT Consulting & Digital Transformation","Custom Software Development"],"lifecycle":[{"event":"open","at":"2026-11-11T12:29:45Z"}],"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":29,"reasons":["seen:0","win:early"],"computed_at":"2026-11-11T13:11:23Z"},"pay":{"stated_usd_annual":28795,"is_top_pay":false},"html_url":"https://alion.io/job/v2soft-ai-qa-engineer","json_url":"https://alion.io/job/v2soft-ai-qa-engineer.json","meta":{"generated_at":"2026-11-11T13:11:23Z","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":23885,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-12T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"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":694467},"rest":"https://alion.io/mcp/rest/get_company?id=694467"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fv2soft-ai-qa-engineer"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"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%2Fv2soft-ai-qa-engineer"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"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%2Fv2soft-ai-qa-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/v2soft-ai-qa-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fv2soft-ai-qa-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4068327}},{"tool":"search_jobs","arguments":{"company":"v2soft.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4068327},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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