{"id":4279738,"url":"https://alion.io/job/cook-group-artificial-intelligence-solutions-engineer","title":"Artificial Intelligence Solutions Engineer","company":{"id":1911191,"name":"Cook Group","domain":"cookgroup.com","url":"https://alion.io/company/cookgroup","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"iCIMS","truth_index":{"grade":"A","score":100,"open_postings":35,"ghost_share":0,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":18,"computed_at":"2026-11-12T10:38:37Z"}},"role":"Solutions","role_family":"Solutions","seniority":"middle","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bloomington, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"C++","optional":false},{"name":"CI/CD","optional":false},{"name":"Docker","optional":false},{"name":"GCP","optional":false},{"name":"Go","optional":false},{"name":"Human-in-the-Loop","optional":false},{"name":"JavaScript","optional":false},{"name":"Kubernetes","optional":false},{"name":"LLM","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Platform Engineering","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"React.js","optional":false},{"name":"TypeScript","optional":false},{"name":"HIPAA","optional":true}],"status":"live","first_seen_at":"2026-11-13T20:14:12Z","employer_posted_date":"2026-11-13","last_verified_at":"2026-11-13T20:14:12Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"Overview\nAI Solutions Engineers turn ambiguous, high-value business problems into production-grade AI systems. This role covers the full lifecycle- blends of data science, data/ML engineering, and application development to deliver tools across the global enterprise. This position requires close collaboration with both technical and non-technical partners.\n* this position will be filled at the appropriate level based on experience*\nResponsibilities\nOwn discovery and delivery. Partner with internal and customer stakeholders to define problems, success metrics, and delivery plans; iterate rapidly based on user feedback.\nBuild production AI applications. Design and implement solutions such as LLM assistants, retrieval-augmented generation (RAG) systems, and intelligent automation-including prompt design, evaluation frameworks, guardrails, and human-in-the-loop workflows.\nMake data usable. Develop pipelines and integrations across enterprise systems (APIs, databases, event streams); perform modeling, quality checks, lineage, and governance to enable AI at scale.\nShip full-stack software. Implement reliable backend services (Python/Java/Node/C++ or similar) and practical user interfaces (TypeScript/React) that solve real user problems.\nOperate in the cloud. Deploy and run services on AWS/Azure/GCP with containers/orchestration (Docker/Kubernetes), CI/CD, secrets management, monitoring, and observability.\nIntegrate with enterprise platforms. Connect securely to internal platforms and data sources to accelerate delivery and measurable outcomes for frontline teams.\nEngineer for safety and trust. Apply secure-by-design practices: data privacy, access controls, model/feature monitoring, bias and risk assessment, incident response, and auditability for ML/LLM systems.\nMeasure impact and drive adoption. Instrument products, track adoption/quality/ROI, document decisions, and lead change management through demos, training, and clear communication.\nLead with ownership. Work in small, agile teams; communicate effectively with executives, domain experts, and engineers; take responsibility for high-impact projects.\"\nQualifications\nEducation and/or Work Experience Qualifications\nBachelor’s degree in Computer Science, Engineering, Mathematics, or related field-or equivalent practical experience with strong software engineering fundamentals.\n3+ years building production software or data/ML systems (e.g., full-stack, data engineering, MLOps, or platform engineering).\nKnowledge, Skills, and Abilities\nProficiency in at least two of: Python, Java, C++, Go, TypeScript/JavaScript; familiarity with testing, code review, and CI/CD.\nHands-on experience with one or more of: LLM application patterns (including RAG), vector databases, model evaluation/monitoring, and deployment of AI systems to production.\nDirect experience working with end users/customers-driving discovery, scoping MVPs, presenting to leaders, and iterating in fast feedback loops.\nPreferred Qualifications:\nBackground integrating with enterprise data/AI platforms and operational domains where AI augments frontline workflows.\nExperience defining product and business health metrics and communicating trade-offs to technical and non-technical audiences.\nFamiliarity with regulated environments (e.g., healthcare, life sciences) is a plus.\nPhysical Requirements\nWorks under general office environmental conditions\nSome travel may be required (e.g., for team-on-sites, professional development, or deployment support)\nPersonal protective equipment including safety glasses, lab coat and gloves required in many areas associated with this position\nEmployee RequirementsCompliance with all policies of the company including without limitation the Employee Manual/Handbook (both local and/or regional). Code of Conduct, Electronic Information Policy, HIPAA regulations, Non Competition and Confidentiality Agreement.\"","description_format":"text","description_chars":3902,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":true},"security_clearance":false,"languages":[]},"benefits":["Professional development"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Biotechnology","Property Management","Health & Medical Electronics"],"lifecycle":[{"event":"open","at":"2026-11-13T20:14:12Z"}],"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":18,"reasons":["conf:1","win:early"],"computed_at":"2026-11-13T21:24:43Z"},"pay":null,"html_url":"https://alion.io/job/cook-group-artificial-intelligence-solutions-engineer","json_url":"https://alion.io/job/cook-group-artificial-intelligence-solutions-engineer.json","meta":{"generated_at":"2026-11-13T21:24:43Z","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":42676,"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":1911191},"rest":"https://alion.io/mcp/rest/get_company?id=1911191"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fcook-group-artificial-intelligence-solutions-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%2Fcook-group-artificial-intelligence-solutions-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%2Fcook-group-artificial-intelligence-solutions-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/cook-group-artificial-intelligence-solutions-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fcook-group-artificial-intelligence-solutions-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4279738}},{"tool":"search_jobs","arguments":{"company":"cookgroup.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4279738},"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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