Software Engineer, AI

Software Engineer, AI

G2i Inc. is seeking a Software Engineer, AI to help train large-language models (LLMs) to write production-grade code across a wide range of programming languages. This role involves critical evaluation and refinement of AI-generated code to enhance its quality and effectiveness.

Key Responsibilities

• Compare and rank multiple code snippets, clearly explaining the rationale behind choosing the best option.
• Repair and refactor AI-generated code, ensuring correctness, efficiency, and adherence to style guidelines.
• Inject detailed feedback, including ratings, edits, and test results, into the RLHF pipeline to maintain smooth operations.
• Contribute directly to a system where models learn to propose, critique, and improve code in a human-like manner.

Understanding RLHF

The core process involves generating code, followed by expert engineers who rank, edit, and justify their improvements. This valuable feedback is then converted into reward signals, which are used in reinforcement learning to fine-tune the model towards producing code that meets production standards.

What You’ll Need

• 3+ years of professional software engineering experience, specifically with a strong command of Ruby.
• Exceptional code-review instincts, enabling quick identification of logic errors, performance traps, and security vulnerabilities.
• Extreme attention to detail and outstanding written communication skills, particularly in explaining complex coding decisions.
• A proactive approach to reading documentation and language specifications, thriving in asynchronous, low-oversight environments.

What You Don’t Need

• No prior experience with RLHF (Reinforcement Learning with Human Feedback) or AI training is required.
• Deep machine learning knowledge is not a prerequisite; G2i Inc. will provide necessary training if you possess strong code review and critique abilities.

Logistics & Compensation

• Location: Fully remote – work from anywhere.
• Compensation: From $30/hr to $70/hr, dependent on location and seniority.
• Hours: Minimum 15 hours/week, with the option to work up to 40 hours/week.
• Engagement: 1099 contract position.

If you're looking for straightforward impact without fluff, this contract position at G2i Inc. offers a unique opportunity to shape the future of AI-driven code generation.

Key skills/competency

• Ruby
• Code Review
• Large Language Models (LLMs)
• Reinforcement Learning with Human Feedback (RLHF)
• Code Refactoring
• Software Engineering
• Problem Solving
• Written Communication
• Attention to Detail
• Asynchronous Work