Content Specialist III | AI Evaluation & Prompting

Linda Werner & Associates, Inc; United States; On-site; USD 70,000 - 110,000; Full time

Job summary

Linda Werner & Associates, Inc is seeking an experienced Content Specialist III to help evaluate, refine, and improve advanced AI models and products. You will test AI systems, write system prompts, and shape prompts, quality standards, and evaluation frameworks that influence how these systems communicate and behave.

This is a hands-on role requiring strong writing and content expertise, curiosity about AI, sharp judgment, and attention to quality.

Qualifications

• 5+ years of experience in writing, editing, journalism, production, linguistics, STEM, coding, policy, or another relevant subject matter field.
• 1+ year of hands on AI experience preferred, including prompting, annotation, evaluation, or red teaming
• Bachelor’s degree or equivalent experience
• Deep expertise in at least one subject area with the ability to evaluate content as a subject matter expert
• Strong judgment and attention to detail with the ability to consistently apply detailed rubrics, verify information, and identify quality issues

Responsibilities

• Test new AI model versions across a variety of topics, use cases, and conversation types
• Evaluate model responses against established rubrics, guidelines, and quality standards
• Identify and document specific examples of successful and unsuccessful model behavior
• Write and refine system prompts that help shape model personality, tone, and behavior
• Assess whether evaluation rubrics and quality standards effectively measure model performance
• Perform quality reviews of both human and agent based evaluations to ensure accuracy and compliance
• Conduct hands on experiments with AI models and products
• Investigate model failures and document findings clearly
• Apply detailed instructions and evaluation criteria consistently across a high volume of work
• Adapt quickly as product priorities, model behavior, and evaluation needs evolve

Skills

Prompt Writing

Writing & Editing

Rubric Based Quality Assessment

Fact Checking

Education

Bachelor’s degree or equivalent

Job description

Contract Duration: 6 months with potential extension

About the Role

We are seeking an experienced Content Specialist III to help evaluate, refine, and improve advanced AI models and products. In this role, you will work directly with evolving AI systems, testing how they respond across a wide range of topics and conversation types, identifying where they succeed or fall short, and helping shape the prompts, quality standards, and evaluation frameworks that influence how they communicate and behave. This is a highly hands on opportunity for someone who brings together strong writing and content expertise, curiosity about AI, thoughtful judgment, and a sharp eye for quality. Your work will directly contribute to improving real world AI product experiences and how these systems perform for users.

Responsibilities

• Test new AI model versions across a variety of topics, use cases, and conversation types
• Evaluate model responses against established rubrics, guidelines, and quality standards
• Identify and document specific examples of successful and unsuccessful model behavior
• Write and refine system prompts that help shape model personality, tone, and behavior
• Assess whether evaluation rubrics and quality standards effectively measure model performance
• Perform quality reviews of both human and agent based evaluations to ensure accuracy and compliance
• Conduct hands on experiments with AI models and products
• Investigate model failures and document findings clearly
• Apply detailed instructions and evaluation criteria consistently across a high volume of work
• Adapt quickly as product priorities, model behavior, and evaluation needs evolve

Required Skills

• Prompt Writing and Refinement
• Writing and Editing
• Rubric Based Quality Assessment
• Fact Checking and Analytical Judgment

Qualifications

• 5+ years of experience in writing, editing, journalism, production, linguistics, STEM, coding, policy, or another relevant subject matter field
• 1+ year of hands on AI experience preferred, including prompting, annotation, evaluation, or red teaming
• Bachelor’s degree or equivalent experience
• Deep expertise in at least one subject area with the ability to evaluate content as a subject matter expert
• Strong judgment and attention to detail with the ability to consistently apply detailed rubrics, verify information, and identify quality issues

Preferred Skills

• Experience evaluating generative AI or large language model outputs
• Strong fact checking and research skills
• Ability to verify claims against original sources
• Experience conducting detailed failure investigations
• Clear written communication and documentation skills
• Ability to flag questions and blockers early
• Comfortable shifting priorities as product needs change

This team operates in a fast-moving environment where priorities can change from day to day. Successful candidates will be comfortable balancing quality, speed, volume, and independent judgment while following detailed instructions. You should enjoy getting into the details, identifying subtle differences in AI responses, determining why something works or fails, and translating those observations into clear and actionable feedback.