{"id":86219,"url":"https://alion.io/job/aerovect-software-engineer-ml-ops-2","title":"Software Engineer, ML Ops","company":{"id":4809,"name":"AeroVect","domain":"aerovect.com","url":"https://alion.io/company/aerovect","size_band":"201-500","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":{"grade":"B","score":75,"open_postings":5,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":34,"computed_at":"2026-10-17T05:46:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","employment_type":"full_time","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"board_field","remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":["Toronto, Canada"],"countries":["CA"],"hiring_countries":["CA"],"hiring_countries_total":1,"salary":{"min":123828,"max":154785,"currency":"CAD","period":"year","gross":null,"usd_annual":108447},"salary_estimate":null,"experience_years_min":2,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Amazon EC2","optional":false},{"name":"Amazon S3","optional":false},{"name":"AWS","optional":false},{"name":"C++","optional":false},{"name":"Python","optional":false},{"name":"ROS2","optional":false},{"name":"Weights & Biases","optional":false}],"status":"live","first_seen_at":"2026-08-20T18:28:38Z","employer_posted_date":"2026-08-20","last_verified_at":"2026-10-17T07:08:23Z","board_verified":true,"closed_at":null,"days_open":57,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":57},"description":"Who We Are\nAeroVect is transforming ground handling with autonomy, redefining how airlines and ground service providers around the globe run day-to-day operations. We are a Series A company backed by top-tier venture capital investors in aviation and autonomous driving. Our customers include some of the world’s largest airlines and ground handling providers. For more information, visit www.aerovect.com.\nYou will\nBuild and maintain data pipelines to ingest field data (rosbags, sensor logs, telemetry) from our fleet\n\nConvert raw field data into curated, versioned datasets for the perception team and own dataset management - storage, indexing, querying, and vending datasets\n\nSet up training workflows and optimize cloud costs\n\nBuild tooling to accelerate perception engineers' workflows - fast data access, reproducible experiments, automated evaluation pipelines\n\nGenerate metrics and diagnostics to track dataset health, model performance, and pipeline reliability\n\nYou have\nBachelor's or Master's degree in Computer Science, Robotics, Data Engineering, or a related field\n\nStrong Python proficiency and working knowledge of ROS2\n\nWorking knowledge of docker and other DevOps tools\n\nFamiliarity with cloud storage and compute (AWS - S3, EC2, etc.)\n\nUnderstanding of ML workflows and dataset versioning\n\nWe Prefer\nMaster's in Computer Science, Robotics, or a related discipline\n\n2+ years of MLOps or data infrastructure experience, ideally in robotics or autonomous systems\n\nExperience with Weights & Biases, rosbag data, and large-scale sensor datasets\n\nWorking knowledge of C/C++\n\nExperience supporting perception or ML research teams\n\nPlease note this role will be based onsite in Toronto","description_format":"text","description_chars":1698,"description_truncated":false,"requirements":{"experience_years_min":2,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":true},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"Canada","iso":"CA","kind":"country"},{"name":"Toronto","iso":null,"kind":"city"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Autonomous Driving","Air Transport"],"lifecycle":[{"event":"open","at":"2026-08-20T18:28:38Z"}],"visa":[],"liveness":{"score":25,"band":"fade","label":"Fading","p_open":1,"p_active":0.687,"p_room":0.36,"age_days":57,"expected_fill_days":34,"reasons":["conf:2","velocity","win:tail","crowd:junior"],"computed_at":"2026-10-17T05:46:00Z"},"pay":{"stated_usd_annual":108447,"is_top_pay":false},"html_url":"https://alion.io/job/aerovect-software-engineer-ml-ops-2","json_url":"https://alion.io/job/aerovect-software-engineer-ml-ops-2.json","meta":{"generated_at":"2026-10-17T08:02:35Z","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":10868,"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":4809},"rest":"https://alion.io/mcp/rest/get_company?id=4809"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Faerovect-software-engineer-ml-ops-2"},{"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%2Faerovect-software-engineer-ml-ops-2"},{"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%2Faerovect-software-engineer-ml-ops-2"},{"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/aerovect-software-engineer-ml-ops-2\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Faerovect-software-engineer-ml-ops-2"}]}