G2i Inc.

3 Jobs

246 Employees

About the Company

G2i is a hiring community connecting remote developers with world-class engineering teams. Our unique approach combines rigorous technical assessments with a solid commitment to developer health, ensuring companies get skilled developers who are supported, valued, and ready to execute from day one.

Our transparent vetting process includes in-depth, performance-ranked developer profiles, recorded technical interviews, and soft-skills assessments. Whether you're working on a short-term project or burning down a backlog, G2i connects you with a community of pre-vetted developers.

Planning to hire ten or more engineers? We create a Custom Talent Pipeline, allowing for specific customizations in sourcing, assessment criteria, technical interview questions, and integration with your existing HR systems and processes.

G2i partners with clients who support the developer health mission--matching developers with environments that improve their health, support recovery from burnout, and enable professional growth through restful work.

Is your team overworked or understaffed? Contact us today to learn how G2i can help you.

More information about our mission and commitment to developers and clients can be found at https://g2i.co or follow us on X @g2i_co

Listed Jobs

Company Name: G2i Inc.
Job Title: Code Expert Evaluator for AI Training (Python)
Job Description: **Job Title** Code Expert Evaluator for AI Training (Python) **Role Summary** Evaluate AI‑generated code for technical accuracy, efficiency, and adherence to industry best practices. Provide structured, expert feedback that improves language models’ code generation capabilities. **Expectations** - Deliver precise, actionable evaluations on a weekly schedule. - Maintain high standards of quality and consistency across varied programming challenges. - Communicate complex concepts clearly in professional written English. - Continuously enhance evaluation rubric and contribute to training data refinement. **Key Responsibilities** 1. Review code output from AI models across multiple languages, primarily Python. 2. Assess correctness, algorithmic efficiency, code style, and documentation quality. 3. Fact‑check code logic, library usage, and best‑practice compliance against authoritative sources. 4. Score and annotate solutions using predefined metrics; justify scores in concise written comments. 5. Identify patterns of errors or misconceptions to guide model improvement. 6. Collaborate with annotation teams and product owners to update guidelines. 7. Stay current on emerging AI and programming trends to inform evaluations. **Required Skills** - Advanced proficiency in Python, including algorithms, data structures, and debugging. - Expert English communication and technical writing. - Strong analytical, structured thinking, and problem‑solving abilities. - Ability to fact‑check technical information using public domain resources. - Experience with large language models (LLMs) and RLHF annotation (preferred). - Familiarity with software engineering practices and version control. **Optional but Valued Language Proficiencies** C#, Java, SQL, C++, TypeScript, PHP, C, Go, Bash, PowerShell, Rust, R, and other languages. **Required Education & Certifications** - Bachelor’s, Master’s, or Ph.D. in Computer Science or related field. - Demonstrated professional software engineering experience preferred.

Canada

Remote

24-11-2025

Company Name: G2i Inc.
Job Title: Senior Code Reviewer for LLM Data Training (Java)
Job Description: Job Title: Senior Code Reviewer for LLM Data Training (Java) Role Summary: Senior Code Reviewer evaluates and audits annotator assessments of AI‑generated Java code. The role ensures adherence to instruction‑following, factual accuracy, functional correctness, and security standards, providing expert feedback to maintain high annotation quality. Expectations: - Deliver precise, actionable reviews within project timelines. - Maintain consistency with Project Atlas evaluation guidelines. - Communicate findings clearly to both annotators and internal stakeholders. Key Responsibilities: 1. Review and audit annotator evaluations of AI‑generated Java code. 2. Verify that code meets prompt instructions, is functionally correct, and secure. 3. Execute proof‑of‑work tests to validate code snippets. 4. Detect inaccuracies in annotator ratings or explanations. 5. Provide constructive feedback to improve annotation standards. 6. Ensure evaluation integrity and consistency per Project Atlas rules. Required Skills: - 5–7+ years of professional experience in Java development, QA, or code review. - Deep knowledge of Java syntax, debugging, edge cases, and testing. - Proficiency with code execution environments and automated testing tools. - Strong written communication and documentation abilities. - Experience working within structured QA or annotation workflows. - English proficiency at B2, C1, C2, or native level. Required Education & Certifications: - Bachelor’s degree in Computer Science, Software Engineering, or related field (or equivalent professional experience). - Certifications in Java (e.g., Oracle Certified Professional, Java SE) are a plus.

Company Name: G2i Inc.
Job Title: Software Engineer, AI (Python)
Job Description: Job Title: Software Engineer, AI (Python) Role Summary: Evaluate, rank, and refine AI-generated code in Python, providing clear feedback that informs reinforcement learning with human feedback (RLHF). Expectations: Deliver detailed code reviews, identify logical, performance, and security issues, and document outcomes to improve model outputs. Key Responsibilities: - Compare and rank multiple code snippets, justifying decisions. - Repair, refactor, and optimize AI-generated code for correctness, efficiency, and style. - Inject feedback (ratings, edits, test results) into the RLHF pipeline. - Maintain continuous operation of the RLHF workflow. - Communicate rationale for code choices in clear, written explanations. Required Skills: - 3+ years professional software engineering experience in Python. - Strong code‑review instincts: detect logic errors, performance traps, and security issues. - Exceptional attention to detail and written communication. - Ability to explain comparative advantages of code approaches. - Comfortable with asynchronous, low‑oversight work environments. - Bonus: Constraint programming experience. Required Education & Certifications: - Bachelor’s degree in Computer Science, Software Engineering, or related field (not explicitly required but preferred). - No specific certifications necessary.