{"id":3641831,"url":"https://alion.io/job/canopy-aerospace-defense-ai-solutions-architect","title":"AI Solutions Architect","company":{"id":668973,"name":"Canopy Aerospace & Defense","domain":"canopy-ad.com","url":"https://alion.io/company/canopy-ad","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Lever","truth_index":null},"role":"Solutions","role_family":"Solutions","seniority":"staff","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Irvine, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":130000,"max":150000,"currency":"USD","period":"year","gross":null,"usd_annual":150000},"salary_estimate":null,"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"CI/CD","optional":false},{"name":"CMMC","optional":false},{"name":"DLP","optional":false},{"name":"Docker","optional":false},{"name":"FedRAMP","optional":false},{"name":"GCP","optional":false},{"name":"Gemini","optional":false},{"name":"Hallucination","optional":false},{"name":"Kubernetes","optional":false},{"name":"Linux","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"Milvus","optional":false},{"name":"NIST AI RMF","optional":false},{"name":"pgvector","optional":false},{"name":"Pinecone","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Terraform","optional":false},{"name":"Vertex AI","optional":false},{"name":"Zero Trust","optional":false},{"name":"OWASP Top 10","optional":true},{"name":"PostgreSQL","optional":true}],"status":"live","first_seen_at":"2026-10-26T22:52:26Z","employer_posted_date":"2026-10-26","last_verified_at":"2026-11-13T02:46:06Z","board_verified":true,"closed_at":null,"days_open":17,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":17},"description":"Role Overview\nThe AI Solutions Architect will lead the architecture, implementation, and operationalization of Generative AI and Machine Learning solutions with a strong focus on Google Gemini, Google Cloud / Vertex AI, and private enterprise LLM deployments.\nBecause we operate in the defense sector, security and compliance are paramount. You will collaborate closely with IT Infrastructure, Cybersecurity, and Compliance Teams to ensure all AI tools and pipelines strictly adhere to CMMC (Level 2+), NIST SP 800-171, NIST AI RMF, and ITAR regulations.\nKey Responsibilities\n1. AI Architecture & Development\nDesign, build, and maintain production-ready AI/ML applications, Retrieval-Augmented Generation (RAG) pipelines, and intelligent automation tools for internal business and manufacturing workflows.\nIntegrate and fine-tune foundation models, specifically Google Gemini (Gemini Pro/Flash via Vertex AI) and open-source models deployed in private VPCs/enclaves.\nBuild robust APIs, microservices, and orchestration connecting AI agents to enterprise IT systems (ERP, PLM, MES, and knowledge repositories).\n2. Secure Environment & Enclave Engineering\nDesign and implement zero-trust, isolated, and containerized deployment environments for AI workloads (Kubernetes, FedRAMP-authorized cloud, or on-prem/hybrid infrastructure).\nImplement strict data loss prevention (DLP), encryption in transit/at rest, role-based access control (RBAC), and sanitization to prevent unauthorized model training on proprietary CUI (Controlled Unclassified Information) or IP.\nEnsure safeguards against prompt injection, data exfiltration, model poisoning, and hallucination risks.\n3. Compliance & Governance\nEnsure all AI architectures and data pipelines comply with CMMC 2.0 (Level 2/3), NIST SP 800-171, NIST SP 800-53, and the NIST AI Risk Management Framework (AI RMF).\nCollaborate with the CISO and IT Compliance team to maintain audit trails, system security plans (SSPs), data lineage documentation, and compliance artifacts for AI systems.\nValidate that third-party AI APIs and infrastructure adhere to ITAR, EAR, and FedRAMP High/Moderate requirements.\n4. IT Collaboration & Enablement\nPartner with IT operations, software engineering, and business units to identify high-impact AI use cases (e.g., predictive maintenance, compliance documentation, drawing parsing, automated IT helpdesk).\nProvide technical guidance, best practice documentation, and training on safe, authorized internal AI usage.\n\nRequired Qualifications\n Citizenship: Must be a U.S. Citizen (due to ITAR and export control requirements; eligible to obtain/maintain a U.S. DoD Security Clearance if required).\nEducation: Bachelor’s or Master’s degree in Computer Science, Data Science, Computer Engineering, Information Technology, or a related field.\nExperience:\n4+ years of professional software engineering / data engineering experience.\n2+ years of hands-on experience building, deploying, and operationalizing Generative AI / LLM applications.\n Technical Skills:\nDeep experience with Google Cloud Platform (GCP), Vertex AI, and the Google Gemini API ecosystem.\nProficiency in Python and modern AI frameworks\nExperience with vector databases (e.g., Vertex Vector Search, Pinecone, Milvus, pgvector) and enterprise RAG architecture.\nStrong understanding of modern IT infrastructure (Docker, Kubernetes, Linux, CI/CD, Terraform).\n Cybersecurity & Compliance:\nWorking knowledge of NIST SP 800-171, NIST SP 800-53, and CMMC requirements for handling CUI/FCI.\nExperience implementing secure architectural patterns (Zero Trust, RBAC/ABAC, TLS 1.3, HSM/KMS-managed keys).\nPreferred Qualifications\nPrior experience working within the Aerospace, Defense, or Federal Government contractor sector.\nFamiliarity with the NIST AI Risk Management Framework (NIST AI 100-1) and OWASP Top 10 for LLMs.\nExperience deploying self-hosted, quantized LLMs in air-gapped or disconnected environments.\nAdditional Requirements\nMust have professional working proficiency reading, writing, and speaking English.\nAbility to use a computer and most common software programs to complete assignments\nAbility to communicate with individuals and groups in person, by phone and online\nThe above statements are intended to describe the general nature and level of work performed. They are not intended to be an exhaustive list of all responsibilities, duties, or skills required. Management may modify or assign additional duties as needed.\n\nJob Details\nType: Full Time, Exempt\nSalary Range: $130,000 to $150,000\nSchedule: Core business hours, M-F with additional hours as needed\nBase Location: Irvine, CA\nTravel: Up to 15%","description_format":"text","description_chars":4654,"description_truncated":false,"requirements":{"experience_years_min":4,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[{"language":"English","level":"All levels","optional":false}]},"benefits":[],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["National Security","Defense Manufacturing"],"lifecycle":[{"event":"open","at":"2026-11-02T22:01:38Z"}],"visa":[],"liveness":{"score":83,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.832,"p_room":1,"age_days":16,"expected_fill_days":48,"reasons":["conf:3","win:early"],"computed_at":"2026-11-12T10:38:37Z"},"pay":{"stated_usd_annual":150000,"is_top_pay":false},"html_url":"https://alion.io/job/canopy-aerospace-defense-ai-solutions-architect","json_url":"https://alion.io/job/canopy-aerospace-defense-ai-solutions-architect.json","meta":{"generated_at":"2026-11-13T04:04:02Z","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":8627,"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":668973},"rest":"https://alion.io/mcp/rest/get_company?id=668973"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fcanopy-aerospace-defense-ai-solutions-architect"},{"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%2Fcanopy-aerospace-defense-ai-solutions-architect"},{"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%2Fcanopy-aerospace-defense-ai-solutions-architect"},{"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/canopy-aerospace-defense-ai-solutions-architect\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fcanopy-aerospace-defense-ai-solutions-architect"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3641831}},{"tool":"search_jobs","arguments":{"company":"canopy-ad.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3641831},"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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