{"id":124913,"url":"https://alion.io/job/maintainx-senior-applied-machine-learning-engineer-asset-intelligence","title":"Senior Applied Machine Learning Engineer - Asset Intelligence","company":{"id":5349,"name":"MaintainX","domain":"getmaintainx.com","url":"https://alion.io/company/maintainx","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":{"grade":"A","score":93,"open_postings":93,"ghost_share":0,"stale_share":0.086,"repost_share":0,"time_to_fill_p50_days":118,"computed_at":"2026-10-17T05:46:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Canada"],"countries":["CA"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":123000,"max":180000,"currency":"CAD","period":"year","gross":null,"usd_annual":126113},"salary_estimate":null,"experience_years_min":7,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agentic Workflows","optional":false},{"name":"AI Agents","optional":false},{"name":"Amazon SageMaker","optional":false},{"name":"Anomaly Detection","optional":false},{"name":"AWS","optional":false},{"name":"Databricks","optional":false},{"name":"Docker","optional":false},{"name":"Hugging Face","optional":false},{"name":"Knowledge Distillation","optional":false},{"name":"Kubernetes","optional":false},{"name":"LangChain","optional":false},{"name":"LlamaIndex","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"MLFlow","optional":false},{"name":"Model Distillation","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Quantization","optional":false},{"name":"TensorFlow","optional":false},{"name":"Time Series Forecasting","optional":false},{"name":"Weights & Biases","optional":false},{"name":"Digital Twin","optional":true},{"name":"OCR","optional":true},{"name":"Reinforcement Learning","optional":true}],"status":"live","first_seen_at":"2026-08-25T17:10:09Z","employer_posted_date":"2026-08-25","last_verified_at":"2026-10-18T02:01:13Z","board_verified":true,"closed_at":null,"days_open":53,"trust":{"level":"ok","repost_count":0,"flags":[],"days_open":52},"description":"MaintainX is a leading mobile-first work execution platform for industrial and frontline teams. More than 13,000 customers, including Duracell, McDonald's, Shell, DHL and Volvo, use MaintainX to cut unplanned downtime and run better operations, across 13.9 million managed assets and 79.5 million completed work orders.\nIn August 2026 MaintainX became part of Autodesk, joiningAutodesk Operations Solutions, the organization unifying Autodesk's operations platform alongside Tandem, FlexSim and Fusion Operations. Autodesk's strategy is to converge design, make and operate into one continuous lifecycle: design an asset, build it, run it, then feed what you learn running it back into the next design. Autodesk had design and make. Operate is the phase that tells you what actually happened, and it is ours.\nAs we enter our next phase of growth, we’re investing deeply in AI/ML, LLMs, and Industrial IoT to transform how frontline teams operate-predicting failures before they happen, automating workflows, and embedding intelligence into every asset and procedure.\nThe Role\nWe are seeking a highly skilled and motivatedSenior Applied Machine Learning Developer to guide the technical direction and architecture of our Predictive Maintenance and Asset Intelligence initiatives.\nYou’ll combine deep ML expertise with strong software development and leadership skills-mentoring developers, scaling systems, and driving the roadmap for AI-enabled maintenance intelligence across thousands of industrial sites.\nThis role sits at the intersection of ML architecture, IoT data systems, and product impact, shaping the foundation for MaintainX’s predictive and generative AI strategy.\nWhat you’ll do:\nLead technical direction for predictive maintenance, anomaly detection, and LLM-powered intelligence across MaintainX products.\n\nArchitect end-to-end ML systems-from data ingestion and feature development to model training, deployment, and monitoring.\n\nMentor a growing team of ML and data developers, instilling best practices for experimentation, evaluation, and model lifecycle management.\n\nPartner with product and software development leaders to align AI roadmap with customer needs and business goals.\n\nDesign reliable data and feedback loops that connect customer telemetry and operator feedback to model retraining.\n\nDrive performance optimization through techniques like quantization, distillation, and scalable inference serving.\n\nWork with LLM frameworks (LangChain, LlamaIndex, Hugging Face) to build reasoning systems and agentic workflows for asset and work intelligence.\n\nEnsure ML infrastructure meets production standards for latency, reliability, explainability, and security.\n\nAbout you:\n7+ years of experience in Machine Learning, Data Science, or Applied AI.\n\nExpertise in Python, and strong familiarity with PyTorch, TensorFlow, and cloud ML stacks (AWS, Databricks, or similar).\n\nProven experience deploying production ML systems-not just prototypes-at scale.\n\nStrong background in LLMs, time-series modeling, and anomaly detection for real-world data.\n\nDemonstrated ability to lead architectural decisions, mentor developers, and collaborate across product, data, and platform teams.\n\nKnowledge of MLOps tooling (Docker, Kubernetes, Weights & Biases, MLflow, SageMaker).\n\nAdvanced degree (MS/PhD) in Computer Science, Machine Learning, or related field preferred.\n\nBonus skills:\nExperience with OCR for extracting structured data from documents.\n\nBackground in time-series modeling for predictive maintenance and anomaly detection.\n\nFamiliarity with Industrial IoT systems (sensors, telemetry, edge computing).\n\nExperience applying reinforcement learning or agentic architectures for decision-making and control systems.\n\nContributions to open-source ML frameworks or research in reliability, explainability, or digital twins.\n\nOur mission is to keep the physical world running. Factories, fleets, hospitals and campuses stay up because the people who maintain them have tools worth using. That is what we build.\nCompensation and benefits. Base pay is one part of the package. Depending on the role, compensation may also include commission, an annual bonus and equity. Benefits differ by country. For roles in the United States, Autodesk’s benefits are described at benefits.autodesk.com. For roles in Canada and other countries, the plan differs on health coverage, retirement and leave, and your recruiter will walk you through it.\nBelonging. We take pride in a culture where everyone can thrive. More at autodesk.com/company/global-belonging. More on where this is going: Autodesk CEO Andrew Anagnost on building the future of connected operations, and AOS SVP Stephen Hooper on welcoming MaintainX to Autodesk.","description_format":"text","description_chars":4734,"description_truncated":false,"requirements":{"experience_years_min":7,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":true},"security_clearance":false,"languages":[]},"benefits":["Equity"],"hiring_locations":[{"name":"Canada","iso":"CA","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Field Service Management Software","Manufacturing & Industrial Software"],"lifecycle":[{"event":"open","at":"2026-08-25T17:10:09Z"}],"visa":[],"liveness":{"score":61,"band":"ok","label":"Likely open","p_open":1,"p_active":0.846,"p_room":0.72,"age_days":52,"expected_fill_days":118,"reasons":["conf:2","velocity","win:mid","crowd:brand"],"computed_at":"2026-10-17T05:46:00Z"},"pay":{"stated_usd_annual":126113,"is_top_pay":false},"html_url":"https://alion.io/job/maintainx-senior-applied-machine-learning-engineer-asset-intelligence","json_url":"https://alion.io/job/maintainx-senior-applied-machine-learning-engineer-asset-intelligence.json","meta":{"generated_at":"2026-10-18T02:55:30Z","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":4666,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-19T00:00:00Z"}},"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":5349},"rest":"https://alion.io/mcp/rest/get_company?id=5349"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fmaintainx-senior-applied-machine-learning-engineer-asset-intelligence"},{"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%2Fmaintainx-senior-applied-machine-learning-engineer-asset-intelligence"},{"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%2Fmaintainx-senior-applied-machine-learning-engineer-asset-intelligence"},{"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/maintainx-senior-applied-machine-learning-engineer-asset-intelligence\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmaintainx-senior-applied-machine-learning-engineer-asset-intelligence"}]}