{"id":1116813,"url":"https://alion.io/job/guidehouse-aiml-integration-specialist","title":"AI/ML Integration Specialist","company":{"id":4179,"name":"Guidehouse","domain":"guidehouse.com","url":"https://alion.io/company/guidehouse","size_band":"5000+","is_staffing_agency":false,"employer_type":"services","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"B","score":81,"open_postings":140,"ghost_share":0,"stale_share":0.736,"repost_share":0.029,"time_to_fill_p50_days":29,"computed_at":"2026-11-11T05:49:22Z"}},"role":"Solutions","role_family":"Solutions","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":["McLean, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":127000,"max_usd":255000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":1026},"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":false},{"name":"Machine Learning","optional":false},{"name":"TensorFlow","optional":false}],"status":"live","first_seen_at":"2026-09-22T16:26:35Z","employer_posted_date":"2026-09-22","last_verified_at":"2026-11-11T21:22:05Z","board_verified":true,"closed_at":null,"days_open":50,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":50},"description":"Job Family:\nOperational Effectiveness ConsultingTravel Required:\nUp to 10%Clearance Required:\nActive SecretWhat You Will Do:\nThe AI/ML Integration Specialist is responsible for the technical direction and execution of all tasks related to Artificial Intelligence (AI) and Machine Learning (ML) integration across the enterprise. This role focuses on incorporating approved AI capabilities into existing toolsets and infrastructure to enhance mission execution while maintaining security, compliance, and operational effectiveness. The Specialist evaluates AI tools, supports data schema and pipeline design, configures APIs and data connectors, and establishes frameworks for continuous verification, testing, and monitoring of AI-enabled solutions.\n What You Will Need:\nAn ACTIVE and MAINTAINED \"SECRET\" Federal or DoD security clearance\nBachelor’s degree \nMinimum of FIVE (5) years of experience integrating advanced AI and ML capabilities within federal or defense environments.\nAWS Machine Learning Specialty certification.\nTensorFlow Developer or equivalent AI/ML technical certification.\nActive Secret clearance or higher.\nDemonstrated experience identifying and evaluating AI tools for integration suitability and analyzing system architectures to determine optimal AI integration points.\nExperience drafting technical roadmaps to support phased AI adoption, including identifying technical risks, interoperability challenges, and resource requirements.\nExperience supporting data schema and mapping alignment, designing or modifying data pipelines, and drafting procedures to ensure data quality, security, and compliance for AI use.\nExperience assisting with API and data connector configuration for AI services, defining AI interface requirements, and validating AI-enabled workflows against operational needs.\nExperience designing continuous verification frameworks, defining test and evaluation criteria, and conducting technical monitoring and vulnerability assessments for AI systems.\nWhat Would Be Nice To Have:\nExperience integrating AI capabilities into acquisition, portfolio management, or industrial base analytic tools.\nFamiliarity with defense data and security policies and AI governance practices, including compliance requirements for AI/ML deployment.\nHands-on experience with MLOps practices, including model deployment, monitoring, and performance management in production environments.\nStrong collaboration skills, with the ability to work closely with enterprise architects, data engineers, cybersecurity specialists, and mission owners to align AI solutions with operational workflows and risk tolerances.\nMaster’s degree in Computer or Systems Engineering\n What We Offer:\nGuidehouse offers a comprehensive, total rewards package that includes competitive compensation and a flexible benefits package that reflects our commitment to creating a diverse and supportive workplace.\nBenefits include:\nMedical, Rx, Dental & Vision Insurance\n\nPersonal and Family Sick Time & Company Paid Holidays\n\nPosition may be eligible for a discretionary variable incentive bonus\n\nParental Leave and Adoption Assistance\n\n401(k) Retirement Plan\n\nBasic Life & Supplemental Life\n\nHealth Savings Account, Dental/Vision & Dependent Care Flexible Spending Accounts\n\nShort-Term & Long-Term Disability\n\nStudent Loan PayDown\n\nTuition Reimbursement, Personal Development & Learning Opportunities\n\nSkills Development & Certifications\n\nEmployee Referral Program\n\nCorporate Sponsored Events & Community Outreach\n\nEmergency Back-Up Childcare Program\n\nMobility Stipend\n\nAbout Guidehouse\nGuidehouse is an Equal Opportunity Employer-Protected Veterans, Individuals with Disabilities or any other basis protected by law, ordinance, or regulation.\nGuidehouse will consider for employment qualified applicants with criminal histories in a manner consistent with the requirements of applicable law or ordinance including the Fair Chance Ordinance of Los Angeles and San Francisco.\nIf you have visited our website for information about employment opportunities, or to apply for a position, and you require an accommodation, please contact Guidehouse Recruiting at 1-571-633-1711 or via email at . All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodation.\nAll communication regarding recruitment for a Guidehouse position will be sent from Guidehouse email domains including @guidehouse.com or . Correspondence received by an applicant from any other domain should be considered unauthorized and will not be honored by Guidehouse. Note that Guidehouse will never charge a fee or require a money transfer at any stage of the recruitment process and does not collect fees from educational institutions for participation in a recruitment event. Never provide your banking information to a third party purporting to need that information to proceed in the hiring process.\nIf any person or organization demands money related to a job opportunity with Guidehouse, please report the matter to Guidehouse’s Ethics Hotline. If you want to check the validity of correspondence you have received, please contact . Guidehouse is not responsible for losses incurred (monetary or otherwise) from an applicant’s dealings with unauthorized third parties.\nGuidehouse does not accept unsolicited resumes through or from search firms or staffing agencies. All unsolicited resumes will be considered the property of Guidehouse and Guidehouse will not be obligated to pay a placement fee.","description_format":"text","description_chars":5628,"description_truncated":false,"requirements":{"experience_years_min":5,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":true,"languages":[]},"benefits":["Parental leave","Retirement plans","Vision insurance"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Digital Government","IT Consulting & Digital Transformation","Management Consulting"],"lifecycle":[{"event":"open","at":"2026-09-22T16:26:35Z"}],"visa":[{"country":"US","licensed_sponsor":true,"adverts_offering_sponsorship_24m":0,"sanctioned_now":false,"evidence":"H-1B filings in 12 months: 63 · green card filings: 27","filings_12m":63,"filings_prev_12m":57,"green_card_filings_12m":27,"median_offered_wage_usd":128889,"route":null,"cap_exempt":false,"checked_at":"2026-11-11T07:38:50+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)","US Department of Labor: PERM disclosure data (green cards)"],"filings_for_role_12m":0}],"liveness":{"score":20,"band":"cold","label":"Long shot","p_open":1,"p_active":0.565,"p_room":0.36,"age_days":49,"expected_fill_days":29,"reasons":["conf:1","stale_co","velocity","win:tail","crowd:brand"],"computed_at":"2026-11-11T05:49:22Z"},"pay":null,"html_url":"https://alion.io/job/guidehouse-aiml-integration-specialist","json_url":"https://alion.io/job/guidehouse-aiml-integration-specialist.json","meta":{"generated_at":"2026-11-12T03:51:45Z","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":8418,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-13T00:00:00Z"}},"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":4179},"rest":"https://alion.io/mcp/rest/get_company?id=4179"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fguidehouse-aiml-integration-specialist"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"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%2Fguidehouse-aiml-integration-specialist"},{"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%2Fguidehouse-aiml-integration-specialist"},{"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/guidehouse-aiml-integration-specialist\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fguidehouse-aiml-integration-specialist"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":1116813}},{"tool":"search_jobs","arguments":{"company":"guidehouse.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":1116813},"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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