AI/ML Architect

🔥 22 hours ago

🇺🇸 United States – Remote

⏰ Full Time

🟡 Mid-level

🟠 Senior

🤖 Artificial Intelligence

👻 Ghost score 16%

What it means: how likely this posting is sitting open without active hiring.How to read it: 60% or higher means we think this is a ghost. Lower scores are less of a worry.How we score it: age, reposts, open roles vs team size, how fast jobs close, and whether pay is listed.Fine print: an estimate from public data, not a judgment of the company. Real jobs can score high, so treat it as a hint, not a fact.

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Aptive Resources

WebsiteLinkedInAll Job Openings

501 - 1000 employees

Founded 2012

🎖️ Defense

📦 Logistics

📣 Marketing

Defense • Logistics • Marketing

Aptive Resources is a management consulting firm based in Alexandria, Virginia, specializing in providing innovative solutions to federal government agencies, particularly in veteran and civilian health sectors. With a strong focus on performance optimization, human capital, and data analytics, Aptive aims to improve the quality and accessibility of health care services for veterans and the general public. The company utilizes technology and human-centered services to bridge divides and enhance public service delivery for multiple agencies, including Veterans Affairs, Defense, and others.

📋 Description

• Work with program and project leaders to define and create architectural depictions and documents for AI systems across the VHA enterprise • Ensure logical flow and resolve open technical issues • Draft reference architectures and recommend MLOps standards for VHA adoption • Design and discuss system strategies for platforms, applications, and networks • Author technical content for AI entrepreneur and adopter playbooks • Provide technical consultation to early-stage AI products across five field pilot partnerships • Recommend AI product lifecycle standards, including model registry, model CI/CD, automated retraining, monitoring, drift detection, and model documentation • Develop the AI catalog redesign plan with VA IT teams • Evaluate third-party and vendor AI solutions against VHA technical, security, and interoperability requirements • Translate VA security and authorization requirements into executable architecture decisions • Contribute technical depth to AI risk management playbooks and oversight assessment guides • Support the AI center of excellence operational playbook with technical infrastructure and tooling models

🎯 Requirements

• Minimum 5 years of software or systems architecture experience • Bachelor’s degree in Computer Science, Data Science, Engineering, or a related field • Experience defining and creating architectural depictions and documents • Experience addressing technical issues and ensuring logical flow • Experience with a variety of software programs and languages • Some experience in programming and hands-on programming ability • Ability to design and discuss system strategies for platforms, applications, and networks • Must be authorized to work in the United States • All work must be performed within a jurisdiction subject to the law of the United States or its territories • Must be able to obtain and maintain a favorably adjudicated Tier 1 / National Agency Check with Written Inquiries (NACI) background investigation • Must complete VA Privacy and Information Security Awareness and Rules of Behavior training (TMS #10176) prior to system access and annually thereafter • Preferred: ten or more years of architecture experience, including five or more establishing or maintaining enterprise-level AI/ML product pipelines • MS preferred • Cloud architect certification (Microsoft Azure, AWS, or Google Cloud) preferred • Experience with model registry, CI/CD pipelines for models, automated retraining, monitoring and drift detection, feature stores, and model cards • Experience with VA Arches or a comparable accredited federal AI and analytics platform • Working knowledge of FHIR, HL7, OMOP, and EHR or clinical data warehouse environments • Cloud architecture experience in Microsoft Azure, AWS, or Google Cloud • Experience conducting technical due diligence on vendor AI products • Familiarity with FedRAMP and Authority to Operate processes • Agile and SAFe delivery experience • Ability to write reference architecture and standards documentation • Outstanding written and verbal communications skills • Knowledge of military and Veteran populations

🏖️ Benefits

• Full-time position • Remote work • No travel anticipated • Equal opportunity employment • Veterans, members of the Reserve and National Guard, and transitioning active-duty service members are highly encouraged to apply