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Freelance Model Validation Jobs (NOW HIRING)

Outlier

AI Infrastructure as Code (IaC) Expert

... their AI models by providing human feedback. About the Opportunity * Role Type: Freelance ... Setting up and configuring LocalStack sandboxes (local AWS mocks) to validate infrastructure tasks.

Alignerr

Econometrics Instructor

Phoenix, AZ · Remote

... validate econometric questions, models, and explanations used in AI training datasets. Assess the ... Freelance perks: autonomy, variety, and global collaboration. Contribute to meaningful work that ...

Alignerr

Econometrics Instructor

Manhattan, NY · Remote

... validate econometric questions, models, and explanations used in AI training datasets Assess the ... Freelance perks: autonomy, variety, and global collaboration Contribute to meaningful work that ...

Alignerr

Medical Science Liaison (MSL)

Milwaukee, WI · Remote

Validate biomedical outputs against clinical trial data, published literature, and regulatory ... Experience with data annotation, content evaluation, or AI model review workflows * Familiarity ...

The Shipyard

Producer

Columbus, OH · On-site

$85K - $100K/yr

... models, we fuel brand and marketing decisions that are more courageous and more validated. Our ... Source and onboard freelance talent as needed for capacity or specialized skills * Manage external ...

Toloka

Company Intro At Toloka AI we create data that powers leading GenAI models and innovations. We work ... Run experiments and pilots to validate quality, throughput, and cost assumptions. * Lead technical ...

Alignerr

Development Economist

Seattle, WA · Remote

Apply your academic or real-world experience to validate economic scenarios and policy reasoning ... Freelance perks: autonomy, variety, and global collaboration * Gain firsthand exposure to how ...

The Shipyard

Producer

Columbus, OH · On-site +1

$85K - $100K/yr

... models, we fuel brand and marketing decisions that are more courageous and more validated. Our ... Source and onboard freelance talent as needed for capacity or specialized skills * Manage external ...

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How much do freelance model validation jobs pay per hour?

As of May 30, 2026, the average hourly pay for freelance model validation in the United States is $52.00, according to ZipRecruiter salary data. Most workers in this role earn between $39.42 and $63.22 per hour, depending on experience, location, and employer.

What is the difference between Freelance Model Validation vs Data Analyst?

AspectFreelance Model ValidationData Analyst
CredentialsStatistical, data science, or modeling certifications often preferredDegree in statistics, mathematics, or related field
Work EnvironmentIndependent, remote, project-basedCorporate or consulting firms, often in-office or hybrid
Industry UsageFinancial, insurance, or tech sectors focusing on model accuracyBroad industries including finance, marketing, healthcare
Search & ComparisonOften compared for analytical skills and project scopeCompared for data handling and reporting capabilities

Freelance Model Validation specialists focus on verifying the accuracy and reliability of predictive models, often working independently on specific projects. Data Analysts interpret data sets to generate insights, reports, and support decision-making within organizations. While both roles require strong analytical skills, Model Validation emphasizes model testing and validation, whereas Data Analysts focus on data interpretation and reporting.

More about Freelance Model Validation jobs
What cities are hiring for Freelance Model Validation jobs? Cities with the most Freelance Model Validation job openings:
What are the most commonly searched types of Model Validation jobs? The most popular types of Model Validation jobs are:
What states have the most Freelance Model Validation jobs? States with the most job openings for Freelance Model Validation jobs include:
What job categories do people searching Freelance Model Validation jobs look for? The top searched job categories for Freelance Model Validation jobs are:
Freelance Model Validation jobs near you
Infographic showing various Freelance Model Validation job openings in the United States as of May 2026, with employment types broken down into 1% Internship, 3% Full Time, 92% Part Time, 1% Temporary, 2% Contract, and 1% Nights. Highlights an 97% Physical, 1% Hybrid, and 2% Remote job distribution, with an average salary of $108,152 per year, or $52 per hour.
AI Infrastructure as Code (IaC) Expert

AI Infrastructure as Code (IaC) Expert

Outlier

Remote

Full-time

This job post has expired today. Applications are no longer accepted.

Job description

Are you a senior Infrastructure or DevOps Engineer who would like to lend your IaC expertise to train cutting-edge AI models?
Join our team to train AI models to excel in infrastructure automation, cloud provisioning, and complex configuration management!
About the Company
Outlier helps the most innovative companies in the world improve their AI models by providing human feedback.
About the Opportunity
  • Role Type: Freelance
  • Location: Remote
  • Flexibility: Flexible hours; work whenever it suits you.
  • Project Focus: This is a high-expertise, time-intensive engagement focused on Infrastructure as Code (IaC). Each task can take approximately 200 minutes (~3.3 hours) .

How You Will Contribute
You will be responsible for creating high-quality training data to challenge and refine AI models. Your tasks will include:
  • Task Creation: Writing natural language prompts that read like real engineering tickets (including potential ambiguity and professional context) to ensure the AI can handle real-world scenarios.
  • Environment Configuration: Setting up and configuring LocalStack sandboxes (local AWS mocks) to validate infrastructure tasks.
  • Golden Solution Development: Crafting the initial infrastructure state and a "golden solution" that includes passing automated end-to-end tests.
  • Quality Benchmarking: Ensuring tasks meet a high quality bar; simple or poorly formatted tasks will be rejected.

What We Are Looking For
  • Seniority: You must be a Senior-level practitioner in DevOps, Cloud, or Infrastructure Engineering.
  • IaC Platform Expertise: Professional, hands-on experience with at least one of the following:
  • High Priority: AWS CDK, Terraform (HCL), or CloudFormation.
  • Medium/Low Priority: Pulumi, AzureRM, Ansible, Chef, or Puppet.
  • Programming Languages: Strong proficiency in at least one of the following for infrastructure scripting and testing: TypeScript, Python, JavaScript, or Java .
  • Communication: Ability to articulate complex technical concepts fluently in written English, following strict style guidelines.

Payment & Benefits
  • Competitive Rates: Rates vary based on expertise, skills assessment, and project need.
  • Weekly Payments: Easy payment via PayPal, AirTM, or other supported platforms.
  • Professional Growth: Sharpen your skills by working on the frontier of generative AI for software engineering.

PLEASE NOTE: We collect, store, and use personal data for our business purposes, including notifying you about opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to what we deem appropriate and necessary to manage applicant needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be handled according to Outlier's Privacy Policy and our internal policies and programs designed to protect personal data.
This is a 1099 contract opportunity on the Outlier.ai platform. Since this is a freelance opportunity, we do not offer internships, sponsorship, or employment. You must be authorized to work in your country of residence. If you are an international student, you may be able to register with Outlier if you have a visa. You should contact your tax and/or immigration advisor for specific questions about your circumstances.

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