{"id":3453777,"url":"https://alion.io/job/lionsbot-autonomy-intern-perception","title":"Autonomy Intern, Perception","company":{"id":175194,"name":"LionsBot","domain":"lionsbot.com","url":"https://alion.io/company/lionsbot","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Kula","truth_index":null},"role":"Early Careers","role_family":"Early Careers","seniority":"intern","employment_type":"internship","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":null,"salary_estimate":{"min_usd":21000,"max_usd":37000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":8},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[],"status":"live","first_seen_at":"2026-10-28T12:33:08Z","employer_posted_date":"2026-10-28","last_verified_at":"2026-11-01T18:08:16Z","board_verified":true,"closed_at":null,"days_open":4,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":4},"description":"Overview\nThe intern will support development of the data flywheel pipeline powering our robotics fleet's AI capabilities, including a prototype query system for dataset retrieval and collation. They will also design and run 2D detection and segmentation experiments, delivering benchmarking results and recommendations to the team.\nKey Responsibilities:\nKR1: Support the building of the data flywheel pipeline that powers the AI capabilities of our robotics fleet.\nKR2: Build a smart database query system for fast dataset retrieval and collation\nKR3: Designing and running visual model experiments for 2D detection and segmentation pipeline, with results provided back to the team to act on.\nDeliverables:\n(from KR2) A working prototype of a smart database query system.\n(from KR3) Provide sets of benchmarking results for vision model experiments, with clear findings and recommendations for the production stack.\nLearning Objectives:\nState what the intern should be able to do by the end of the placement. These should be specific and assessable - they will also form the basis of the mid-point and final review.\nSee the full data flywheel in motion: collection, curation, labelling, QA, and retraining at fleet scale.\nTrain and benchmark modern vision models on real-world data from robots in live commercial environments.\nPut vision-language models to work and automate what used to be manual annotation effort.\nBuild the engineering habits that separate research code from shipped code (reproducibility, versioning, clean experiments).","description_format":"text","description_chars":1541,"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":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Retail & Commercial Robotics","Service & Hospitality Robotics"],"lifecycle":[{"event":"open","at":"2026-10-29T12:33:08Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":3,"expected_fill_days":11,"reasons":["conf:0","velocity","win:early","comp:junior"],"computed_at":"2026-11-01T06:10:25Z"},"pay":null,"html_url":"https://alion.io/job/lionsbot-autonomy-intern-perception","json_url":"https://alion.io/job/lionsbot-autonomy-intern-perception.json","meta":{"generated_at":"2026-11-01T18:51:16Z","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":28869,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-02T00:00:00Z"}},"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":175194},"rest":"https://alion.io/mcp/rest/get_company?id=175194"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Flionsbot-autonomy-intern-perception"},{"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%2Flionsbot-autonomy-intern-perception"},{"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%2Flionsbot-autonomy-intern-perception"},{"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/lionsbot-autonomy-intern-perception\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Flionsbot-autonomy-intern-perception"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3453777}},{"tool":"search_jobs","arguments":{"company":"lionsbot.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3453777},"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. Docs: https://alion.io/developers"}}