AI Quality & Validation Specialist

Job Description Job Description Location: Hybrid Required Clearance: None Required Education: Associate’s / Bachelor’s Degree Required Experience: 1–3 years of relevant experience in software testing, quality assurance, AI evaluation, content review, or related technical support Position Description PingWind is seeking an AI Quality & Validation Specialist to support the testing, validation, and continuous improvement of applications and AI-enabled solutions prior to release. This junior-level role is ideal for a detail-oriented professional who can evaluate system behavior, identify defects or quality issues, and provide structured feedback to improve application performance and AI-driven outputs. The AI Quality & Validation Specialist will help validate software functionality, assess the quality and relevance of AI-generated results, document findings, and support scenario-based testing from the end-user perspective. This role works closely with technical teams, product stakeholders, and project leads to help ensure released capabilities meet functional requirements and quality standards. Responsibilities • Support functional, regression, and user-focused testing of applications and AI-enabled features before release • Evaluate AI-generated outputs for quality, relevance, accuracy, consistency, and alignment to prompts, instructions, or reference materials • Identify, document, and track software defects, content issues, edge cases, and output anomalies • Perform scenario-based testing by interacting with systems as an end user to validate workflows and expected outcomes • Flag issues in AI or application behavior and provide clear written feedback on what should be corrected or improved • Assist with validation of prompts, workflows, procedures, and output-review criteria used in AI-supported processes • Help review text, image, audio, video, or other generated outputs, as applicable to the program • Maintain test evidence, validation notes, issue logs, and supporting documentation in accordance with project standards • Collaborate with developers, analysts, engineers, and project leadership to clarify expected behavior and support issue resolution • Participate in pilot testing of new features, experimental capabilities, and process improvements • Support continuous quality improvement efforts by identifying recurring issues, trends, and opportunities for better testing coverage • Contribute to the development of repeatable validation procedures, checklists, and quality review practices Required Qualifications • 1–3 years of relevant experience in software testing, QA support, AI output evaluation, digital content review, or an Associate’s / Bachelor’s Degree in a related field • Strong attention to detail with the ability to identify inconsistencies, defects, or quality issues • Experience documenting findings clearly and communicating actionable feedback • Ability to follow structured instructions, evaluation criteria, and testing procedures • Strong written and verbal communication skills • Comfortable working across multiple tasks in a fast-paced environment • Ability to think from the end-user perspective and test systems against expected outcomes • Basic familiarity with modern software applications, web-based systems, and common collaboration/documentation tools Desired Qualifications • Experience evaluating generative AI outputs such as text, images, audio, or video • Experience supporting software QA, test execution, UAT, or validation activities • Familiarity with defect tracking tools, test case management, or Agile delivery environments • Experience comparing outputs against prompts, business rules, or reference materials • Exposure to prompt testing, AI workflow review, or human-in-the-loop evaluation processes • Experience in a federal contracting environment • Active clearance or eligibility to obtain required clearance, if applicable About PingWind PingWind is focused on delivering outstanding services to the federal government. We have extensive experience in the fields of cybersecurity, development, IT infrastructure, supply chain management and other professional services such as system design and continuous improvement. PingWind is an SBA certified Service-Disabled Veteran-Owned Small Business (SDVOSB) with offices in Northern Virginia and Huntsville AL. Our benefits include • Eleven Federal Holidays • Paid Time Off accrued each pay period • Parental Leave • Three medical plan choices with generous employer contribution • Dental and Vision Insurance • Company paid Short-Term and Long-Term Disability • Company paid Life and AD&D Insurance • 401k with competitive matching and vesting schedule • Continuing education assistance • Medical, Dependent Care and Commuter Flexible Spending Accounts • Employee Assistance Program • Wellness benefits include Calm Health app and WellHub gym subsidy • 529 College Savings Plan • Legal Insurance • Pet Insurance Veterans are encouraged to apply. PingWind, Inc. does not discriminate in employment opportunities, terms, and conditions of employment, or practices on the basis of race, age, gender, religious or political beliefs, national origin or heritage, disability, sexual orientation, or any characteristic protected by law. We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us. Location: Hybrid Required Clearance: None Required Education: Associate’s / Bachelor’s Degree Required Experience: 1–3 years of relevant experience in software testing, quality assurance, AI evaluation, content review, or related technical support Position Description PingWind is seeking an AI Quality & Validation Specialist to support the testing, validation, and continuous improvement of applications and AI-enabled solutions prior to release. This junior-level role is ideal for a detail-oriented professional who can evaluate system behavior, identify defects or quality issues, and provide structured feedback to improve application performance and AI-driven outputs. The AI Quality & Validation Specialist will help validate software functionality, assess the quality and relevance of AI-generated results, document findings, and support scenario-based testing from the end-user perspective. This role works closely with technical teams, product stakeholders, and project leads to help ensure released capabilities meet functional requirements and quality standards. Responsibilities • Support functional, regression, and user-focused testing of applications and AI-enabled features before release • Evaluate AI-generated outputs for quality, relevance, accuracy, consistency, and alignment to prompts, instructions, or reference materials • Identify, document, and track software defects, content issues, edge cases, and output anomalies • Perform scenario-based testing by interacting with systems as an end user to validate workflows and expected outcomes • Flag issues in AI or application behavior and provide clear written feedback on what should be corrected or improved • Assist with validation of prompts, workflows, procedures, and output-review criteria used in AI-supported processes • Help review text, image, audio, video, or other generated outputs, as applicable to the program • Maintain test evidence, validation notes, issue logs, and supporting documentation in accordance with project standards • Collaborate with developers, analysts, engineers, and project leadership to clarify expected behavior and support issue resolution • Participate in pilot testing of new features, experimental capabilities, and process improvements • Support continuous quality improvement efforts by identifying recurring issues, trends, and opportunities for better testing coverage • Contribute to the development of repeatable validation procedures, checklists, and quality review practices Required Qualifications • 1–3 years of relevant experience in software testing, QA support, AI output evaluation, digital content review, or an Associate’s / Bachelor’s Degree in a related field • Strong attention to detail with the ability to identify inconsistencies, defects, or quality issues • Experience documenting findings clearly and communicating actionable feedback • Ability to follow structured instructions, evaluation criteria, and testing procedures • Strong written and verbal communication skills • Comfortable working across multiple tasks in a fast-paced environment • Ability to think from the end-user perspective and test systems against expected outcomes • Basic familiarity with modern software applications, web-based systems, and common collaboration/documentation tools Desired Qualifications • Experience evaluating generative AI outputs such as text, images, audio, or video • Experience supporting software QA, test execution, UAT, or validation activities • Familiarity with defect tracking tools, test case management, or Agile delivery environments • Experience comparing outputs against prompts, business rules, or reference materials • Exposure to prompt testing, AI workflow review, or human-in-the-loop evaluation processes • Experience in a federal contracting environment • Active clearance or eligibility to obtain required clearance, if applicable About PingWind PingWind is focused on delivering outstanding services to the federal government. We have extensive experience in the fields of cybersecurity, development, IT infrastructure, supply chain management and other professional services such as system design and continuous improvement. PingWind is an SBA certified Service-Disabled Veteran-Owned Small Business (SDVOSB) with offices in Northern Virginia and Huntsville AL. Our benefits include • Eleven Federal Holidays • Paid Time Off accrued each pay period • Parental Leave • Three medical plan choices with generous employer contribution • Dental and Vision Insurance • Company paid Short-Term and Long-Term Disability • Company paid Life and AD&D Insurance • 401k with competitive matching and vesting schedule • Continuing education assistance • Medical, Dependent Care and Commuter Flexible Spending Accounts • Employee Assistance Program • Wellness benefits include Calm Health app and WellHub gym subsidy • 529 College Savings Plan • Legal Insurance • Pet Insurance Veterans are encouraged to apply. PingWind, Inc. does not discriminate in employment opportunities, terms, and conditions of employment, or practices on the basis of race, age, gender, religious or political beliefs, national origin or heritage, disability, sexual orientation, or any characteristic protected by law. We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us. We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.