{"id":4226851,"url":"https://alion.io/job/internationalr-senior-aiml-engineer","title":"Senior AI/ML Engineer","company":{"id":2155215,"name":"International®","domain":"international.com","url":"https://alion.io/company/international-com","size_band":"501-1000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Lisle, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":112000,"max":168000,"currency":"USD","period":"year","gross":null,"usd_annual":168000},"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"CAPA","optional":false},{"name":"CI/CD","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Scikit-learn","optional":false},{"name":"TensorFlow","optional":false}],"status":"live","first_seen_at":"2026-11-13T06:17:30Z","employer_posted_date":null,"last_verified_at":"2026-11-13T06:17:30Z","board_verified":false,"closed_at":null,"days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"International Motors, LLC hires a Senior AI/ML Engineer to deliver production-grade AI and machine learning solutions that address business needs. The role leads solution development and operations, including model development, generative AI engineering, governance, and collaboration across technical and business teams.\n\nResponsibilities\nDesign, build, validate, and deploy machine learning models for complex business use cases\nLead feature engineering, model selection, tuning, validation, and production-readiness assessments\nSelect the simplest effective approach based on business requirements, data availability, explainability, operational constraints, and measurable performance\nDefine model acceptance criteria and implement reproducible offline and production evaluations\nAssess model robustness, bias, explainability, limitations, and failure modes appropriate to the use case\nOwn end-to-end delivery of AI/ML solutions from discovery and prototyping through production deployment and ongoing operation\nImplement model and data versioning, experiment tracking, reproducible pipelines, automated deployment, and rollback practices\nEstablish monitoring for data quality, data drift, model performance, reliability, latency, utilization, and cost\nDefine retraining, release, environment-promotion, and lifecycle-management approaches\nProvide production support, perform root-cause analysis, and drive corrective and preventive actions for operational issues\nDesign and operationalize generative AI solutions using fit-for-purpose techniques such as retrieval-augmented generation, prompt orchestration, tool integration, and structured output\nImplement appropriate guardrails, human oversight, content controls, and monitoring\nEvaluate foundation models and AI platforms against business, security, architecture, and governance requirements and standards\nWork with large-scale structured and unstructured data to support AI/ML development and evaluation\nDefine data requirements and partner with data engineering teams to improve data quality, availability, lineage, and observability\nDevelop AI/ML-specific data transformations and features while partnering with data engineers on shared, governed, production-grade pipelines\nContribute to curated data assets and integrate AI capabilities with enterprise analytics, business intelligence, and operational systems\nEnsure adherence to enterprise AI governance, security, and compliance standards\nApply responsible AI practices, including documentation, explainability, and risk considerations\nContribute to development and refinement of AI/ML best practices and reusable patterns\nSupport model documentation and auditability requirements\nPartner with stakeholders to convert ambiguous business problems into testable hypotheses, technical requirements, and delivery plans\nDefine technical and business success measures with product owners and business partners\nAssess whether AI/ML is appropriate for a use case and recommend conventional analytics, rules-based, or software approaches when they offer a better solution\nEstimate delivery complexity, dependencies, operational impact, and technical risk\nServe as technical lead for medium-to-large AI/ML initiatives and drive resolution of complex implementation issues\nMentor junior team members\nReview code, models, technical designs, and operational plans to improve quality and consistency\n\nSkills\nBachelor's degree and at least 2 years of software engineer experience\nMaster's degree and at least 1 year of software engineer experience\nAt least 5 years of software engineer experience\nLegally authorized on an unrestricted basis (US Citizen, Legal Permanent Resident, Refugee or Asylee) to be employed in the United States\nMaster's degree in a quantitative or technical field\nExperience with production AI/ML solution delivery\nDemonstrated experience developing maintainable Python software and deploying AI/ML solutions into production environments\nExperience developing tested, maintainable Python applications and using common machine learning frameworks such as scikit-learn, TensorFlow, or PyTorch\nExperience with model deployment, model serving, CI/CD, experiment tracking, versioning, monitoring, and retraining workflows\nExperience with cloud-based AI/ML platforms, containerized deployments, APIs, distributed data processing, and enterprise data ecosystems\nExperience designing or operating generative AI solutions, including retrieval-augmented generation and systematic evaluation\nFamiliarity with enterprise architecture, cybersecurity, privacy, responsible AI, and model governance practices\nExperience working across business, product, data, engineering, architecture, and risk teams in an enterprise environment\nPreferred 5 years of relevant experience working as either a Data Scientist, Data Engineering, Machine Learning Engineer, or AI engineer\nPreferred 7 years of relevant professional experience, including demonstrated ownership of production AI/ML systems\n\nCompany Overview\nInternational offers financial services and solutions for the transportation industry. It was founded in undefined, and is headquartered in Lisle, Illinois, USA, with a workforce of 10001+ employees. Its website is https://www.international.com.","description_format":"text","description_chars":5258,"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":["Market Research","Social Media Analytics & Listening"],"lifecycle":[{"event":"open","at":"2026-11-13T08:18:16Z"}],"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":38,"reasons":["seen:0","win:early"],"computed_at":"2026-11-13T09:46:34Z"},"pay":{"stated_usd_annual":168000,"is_top_pay":false},"html_url":"https://alion.io/job/internationalr-senior-aiml-engineer","json_url":"https://alion.io/job/internationalr-senior-aiml-engineer.json","meta":{"generated_at":"2026-11-13T09:46:34Z","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":20029,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-14T00:00:00Z"}},"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":2155215},"rest":"https://alion.io/mcp/rest/get_company?id=2155215"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Finternationalr-senior-aiml-engineer"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"free","price":{"credits":0,"usd":0},"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%2Finternationalr-senior-aiml-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%2Finternationalr-senior-aiml-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/internationalr-senior-aiml-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Finternationalr-senior-aiml-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4226851}},{"tool":"search_jobs","arguments":{"company":"international.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4226851},"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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