
Hover or tap a row for full statistics (EUR / month on this chart).
Salary analysis
Compared with the selected benchmark ("All roles in Finland, Finland"), this listing's salary midpoint is about 31% higher. The offer sits above the benchmark range (€3,200–€3,500). Range-width comparison is limited because one of the salary bands is incomplete. This benchmark is based on 1 comparable listings.
| Market | Lower bound (25th percentile) | Median | Upper bound (75th percentile) |
|---|---|---|---|
| All roles in Finland, Finland | €3,200/per month | €3,350/per month | €3,500/per month |
| From job ad (Mid-Level) | €4,400/per month | €4,400/per month | €4,400/per month |
Outlier helps the world’s most innovative companies improve their AI models by providing human feedback. Are you an experienced software engineer who wants to help shape the future of AI? We collaborate with leading AI organizations to train large language models—teaching them how to write, review, and debug code like the best engineers in the world. Our projects focus on helping generative AI improve its understanding of software development practices, coding standards, debugging techniques, and collaborative engineering workflows. This is a rare opportunity to put your engineering expertise to work in training cutting-edge AI systems—no prior experience with AI is required. About the opportunity: Outlier is looking for exceptional software engineers to help train generative AI models. This freelance role is fully remote and offers flexible hours—you can work whenever works best for you. You may contribute your expertise by… - Creating and answering technical questions about software engineering concepts and fullstack development, coding best practices, and debugging strategies to help train AI models - Reviewing and evaluating code generated by AI in languages such as JavaScript, Python, Go, Java, TypeScript, and C++ - Analyzing code quality, maintainability, and adherence to real-world engineering standards - Providing expert-level feedback on version control workflows, collaborative coding practices, and effective debugging techniques We’re looking for people with… - 3+ years of professional software engineering experience with full stack development - Proficiency in at least two of the following languages: JavaScript, Python, Go, Java, TypeScript, or C++ - Professional experience building and maintaining production-grade software systems - Strong knowledge of Git (or similar version control systems), including experience with branching, merging, and collaborative development workflows - Outstanding attention to detail and ability to clearly communicate technical feedback and coding best practices Nice to have… - Backend engineering expertise with experience designing and scaling server-side systems - Test-Driven Development (TDD) experience and strong testing discipline - Experience authoring technical specifications and API contracts - Hands-on expertise with testing frameworks such as PyTest, JUnit, Mocha, or similar tools - Experience conducting code reviews, debugging complex issues, and analyzing large codebases - Zero-to-one experience as a founding engineer or early employee at a startup Payment: Project work: Earn up to USD $27.50 per hour for core project work Additional incentives: On average, Outlier Contributors earn an additional 7.5% on top of the core project rates through Missions — Outlier's version of surge pricing. The top quartile of contributors boost their earnings by an average of 11%.
Job Details
Responsibilities
- Create and answer technical questions about software engineering concepts, fullstack development, and debugging strategies
- Review and evaluate AI-generated code in languages such as JavaScript, Python, Go, Java, TypeScript, and C++
- Analyze code quality, maintainability, and adherence to real-world engineering standards
- Provide expert-level feedback on version control workflows and collaborative coding practices
Requirements
- 3+ years of professional software engineering experience with full stack development
- Proficiency in at least two of the following languages: JavaScript, Python, Go, Java, TypeScript, or C++
- Professional experience building and maintaining production-grade software systems
- Strong knowledge of Git (or similar version control systems), including experience with branching, merging, and collaborative development workflows
- Outstanding attention to detail and ability to clearly communicate technical feedback and coding best practices
Skills & Technologies
Education Level
None requiredBenefits & Perks
Recruitment Process
- 1Build Profile
- 2Confirm Identity
- 3Validate Skills
- 4Start Earning

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