[Hiring] Competitive Coder @24-MAG

Role Description

We are sharing a specialised consulting opportunity for experienced Competitive Coders with strong expertise in C++, algorithmic problem solving, checker development, test design, and competitive-programming evaluation to contribute to an advanced AI training and reinforcement-learning project.

Selected professionals will create original competitive-programming problems, develop reference solutions, build robust test suites, and design evaluation environments that test an AI model's ability to solve complex algorithmic tasks. The work requires advanced C++ proficiency, strong competitive-programming judgement, and careful validation of constraints, outputs, and edge cases. No prior experience in AI is required.

Key Responsibilities

• Problem & Environment Design
  • Create original competitive-programming problems not duplicated from existing online judges
  • Define clear problem statements, constraints, expected behaviour, and measurable success criteria
  • Design reinforcement-learning environments for evaluating model-generated solutions
  • Ensure tasks are technically rigorous, deterministic, and objectively verifiable
• Reference Solutions, Checkers & Testing
  • Develop efficient reference solutions in C++
  • Design custom checkers, including support for multiple valid outputs
  • Build comprehensive test suites covering edge cases, boundaries, and adversarial scenarios
  • Validate checker behaviour against correct and intentionally flawed solutions
  • Prevent false positives and false negatives in evaluation
• Algorithmic & Submission Evaluation
  • Analyse solution paths, complexity trade-offs, and alternative algorithms
  • Review participant or model-generated submissions for correctness
  • Identify logical, algorithmic, implementation, and performance issues
  • Evaluate handling of constraints, edge cases, and output requirements
  • Distinguish valid alternative solutions from incorrect reasoning
• Review & Documentation
  • Review problem statements, checkers, and test cases for ambiguity or weaknesses
  • Provide actionable feedback to problem setters and reviewers
  • Document checker logic, edge cases, and technical decisions clearly
  • Communicate algorithmic reasoning in written and verbal formats

Qualifications

• Strong competitive-programming background
• Advanced C++ proficiency
• Deep understanding of algorithms and data structures
• Strong checker and test-case design skills
• Ability to analyse complex constraints and multiple valid solution paths
• Excellent debugging, validation, and edge-case analysis skills
• Strong attention to correctness and output consistency
• Ability to write clear and maintainable C++ code
• Strong written and verbal communication skills
• Comfortable working independently in a remote environment
• Prior experience as a problem setter, tester, or checker on major competitive-programming platforms is highly advantageous
• No prior AI-training or model-evaluation experience is required

Engagement Details

• Part-time independent contractor engagement
• Fully remote
• Expected commitment: 15+ hours per week
• Displayed compensation range: $45–$65/hour
• Actual compensation structure is output-based, with payment made per task that meets project specifications
• Task completion time may vary depending on experience and workflow
• Minimum weekly submission requirements apply; the source does not specify the exact number of required tasks
• Work will involve competitive-programming problem design, C++, checkers, reference solutions, test suites, reinforcement-learning environments, and AI-generated code evaluation
• Roles are typically filled within approximately 48 hours
• Selected experts are expected to begin initial tasks within approximately 24–48 hours after onboarding
• Project scope, task difficulty, algorithms, evaluation criteria, and testing requirements may evolve depending on project needs
• Work must be completed without using confidential, proprietary, restricted, private-contest, or otherwise protected problem content or source code belonging to any employer, contest platform, client, research organisation, or other third party

Company Description

This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.

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