{"id":2101462,"url":"https://alion.io/job/irth-solutions-dimp-model-engineer-2","title":"DIMP Model Engineer","company":{"id":7550,"name":"Irth Solutions","domain":"irthsolutions.com","url":"https://alion.io/company/irth-solutions","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workable","truth_index":{"grade":"A","score":100,"open_postings":3,"ghost_share":0,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":50,"computed_at":"2026-10-13T05:45:00Z"}},"role":"Industrial Engineering","role_family":"Industrial Engineering","seniority":null,"employment_type":"full_time","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"posting_text","remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":[],"countries":[],"hiring_countries":["US","CA"],"hiring_countries_total":2,"salary":null,"salary_estimate":{"min_usd":44000,"max_usd":94000,"period":"year","method":"role_country_seniority_unknown","sample_n":912},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Azure","optional":false},{"name":"Databricks","optional":false},{"name":"Machine Learning","optional":false},{"name":"Time Series Forecasting","optional":false}],"status":"live","first_seen_at":"2026-10-08T18:38:54Z","employer_posted_date":"2026-10-08","last_verified_at":"2026-10-13T12:36:06Z","board_verified":true,"closed_at":null,"days_open":4,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":4},"description":"Risk Model Engineer - Gas Distribution Integrity\nLocation: Remote (US or Canada)\nDepartment: Insights (AI/ML)\nReports to: Data Science Team Lead\nAbout the Role\nIrth is building a new AI-driven threat and risk management platform for pipeline asset integrity. The platform brings together three capabilities that have never previously lived in one place at Irth:\nA governed, cross-product data platform built on Databricks and Azure.\nAn AI-powered ingestion layer that normalizes, repairs, and enriches customer data without services-heavy onboarding.\nA reusable analytical layer that runs industry-standard, Irth-developed, and customer-built risk models against that data.\nWe are hiring a Risk Model Engineer to own the gas distribution risk models within that analytical layer.\nDistribution is a new model domain for the platform. The threat framework and model set are being defined now in collaboration with subject-matter experts and design-partner operators. In this role, you will help define the models, build them, and take them through validation-producing outputs that utilities can use to prioritize replacement programs and support regulatory proceedings.\nThe modeling work focuses on large populations of buried assets with relatively few observed failures, incomplete records, and limited direct inspection data. The work spans physics-based probabilistic models and machine learning, with an emphasis on producing risk rankings that remain explainable, calibrated, and defensible.\nYou will own the model content: what the model computes, why it computes it, and the evidence supporting its validity.\nProductionization-including model serving, data pipelines, deployment, and monitoring infrastructure-is owned by dedicated ML Ops and data engineering roles with whom you will work closely.\nKey Responsibilities\n1. Threat Framework & Integration\nTranslate the gas distribution threat framework, in collaboration with subject-matter experts, into systematic threat identification methods and supporting data structures.\nIntegrate model inputs from diverse datasets across Irth's product offerings.\nIdentify gaps, inconsistencies, and limitations in source data and determine how they should be reflected in model inputs and outputs.\n2. Model Development\nExtend threat coverage across domains, including:\nLegacy material corrosion\nPlastic embrittlement\nExcavation damage\nCross-bores\nOther gas distribution\nRequirements\nSkills We're Hiring For\nWe are hiring across a broad range of capabilities and do not expect a single candidate to have all of them. We are looking for strong depth in one or more areas and the curiosity and judgment to work across the others.\nRelevant experience may include:\nGas distribution integrity management - program design, threat identification under 49 CFR Part 192, Subpart P, and replacement prioritization, from the operator, consultancy, regulator, or technology-vendor side.\nLegacy material risk - cast iron, bare steel, vintage plastics, and plastic embrittlement.\nLeak survey, methane detection, and cross-bore programs.\nMachine learning applied to physical asset data, including time-series, survival, anomaly-detection, and classification models trainer\nBenefits\nBenefits\nCompetitive Salary - A competitive compensation package based on experience and qualifications.\nMedical, Dental, and Vision Insurance - Comprehensive insurance coverage to support you and your family.\n 401(k) Plan with Company Match.\n Generous Paid Time Off (PTO) - Time off to support work-life balance and personal needs.\nCompany-Paid Holidays - Paid holidays throughout the year.\nFlexible Work Options - Work-from-home opportunities are available, depending on role and business needs.\n On-Call Compensation - Additional pay for eligible on-call shifts.","description_format":"text","description_chars":3780,"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":["Flexible schedule","Insurance coverage","Vision insurance"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"},{"name":"Canada","iso":"CA","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Low-Code & No-Code Platforms","Field Service Management Software"],"lifecycle":[{"event":"open","at":"2026-10-08T18:38:54Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":4,"expected_fill_days":50,"reasons":["conf:0","win:early"],"computed_at":"2026-10-13T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/irth-solutions-dimp-model-engineer-2","json_url":"https://alion.io/job/irth-solutions-dimp-model-engineer-2.json","meta":{"generated_at":"2026-10-13T13:47:43Z","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":21195,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-14T00:00:00Z"}},"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":7550},"rest":"https://alion.io/mcp/rest/get_company?id=7550"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Firth-solutions-dimp-model-engineer-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%2Firth-solutions-dimp-model-engineer-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%2Firth-solutions-dimp-model-engineer-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/irth-solutions-dimp-model-engineer-2\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Firth-solutions-dimp-model-engineer-2"}]}