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Canvas II, LLC.

Applied AI Engineer – Test & Evaluation (T&E)

Arnold AFB, TN, United States

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Job details

Experience: 3+ years of relevant experience in applied AI, machine learning, data engineering, software development, automation, analytics, knowledge management, or digital transformation.
Posting language: English
Posted: Nov 5, 2026

Original job description

Key Responsibilities

Identify T&E and engineering workflows where AI, automation, analytics, or digital tools can improve efficiency or decision-making.
Build and prototype AI assistants, agents, retrieval-based knowledge tools, and workflow automations.
Support applications including test planning, procedure development, test-report drafting and review, insight extraction from test data and reports, and training/how-to development.
Assess data and system readiness for ingesting, organizing, securing, searching, and analyzing large technical datasets and document collections.
Translate user needs into technical requirements, prototypes, and implementation plans.
Evaluate AI tools, platforms, vendors, and external development efforts for feasibility, scalability, security considerations, and mission fit.
Serve as a technical point of contact for outsourced AI or digital-modernization work, including requirements development, deliverable review, and technical risk identification.
Support user adoption through working groups, demonstrations, training materials, and clear communication with technical and nontechnical stakeholders.

Minimum Qualifications

Bachelor’s degree in a technical discipline, such as computer science, engineering, data science, information systems, or mathematics; equivalent experience may be considered.
3+ years of relevant experience in applied AI, machine learning, data engineering, software development, automation, analytics, knowledge management, or digital transformation.
Experience with AI tools, large language models, retrieval-augmented generation, intelligent automation, or similar technologies.
Familiarity with data ingestion, database management, storage, metadata, search, retrieval, access control, and data-quality concepts.
Experience developing or supporting AI assistants, agents, automated workflows, or knowledge-management tools.
Ability to work on-site at or in support of Arnold Air Force Base, as required.
Must be able to obtain a DoD Secret security clearance.

Preferred Qualifications

Experience supporting DoD, federal, aerospace, defense, laboratory, engineering, or test organizations.
Familiarity with T&E processes, test planning, test execution, test-data management, engineering analysis, or technical reporting.
Experience applying AI or automation to technical data, reports, procedures, requirements, or engineering workflows.
Familiarity with Python, SQL, APIs, low-code/no-code automation tools, or system-integration approaches.
Experience evaluating third-party technical solutions, managing vendors, or serving as a technical liaison for contracted development.
Experience leading working groups, technology adoption efforts, digital-transformation initiatives, or user training.
Has active DoD security clearance.

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More about this job

Skills

Decision making
Workflow
Inspect data
Communication skills
Computer science
Machine learning
Data engineering
Software development
Data management
Reporting
Python
SQL
ICT system integration

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