USA Coding Rater

Job Title - Coding Rater

Total Resources Needed: 30 Expert Raters

Location: Remote (Dallas Texas)

Job Description:

Responsibilities:

● Model Quality Assessment: Evaluate the quality of AI model responses that include code, machine learning, AI, identifying errors, inefficiencies, and non-compliance with established standards.

● Code Annotation and Labeling: Accurately generate, annotate and label code snippets, algorithms, and technical documentation according to project-specific guidelines.

● Review and Feedback: Provide detailed, constructive feedback on model and other outputs

● Comparative Analysis: Compare multiple outputs and rank them based on criteria such as correctness, efficiency, readability, and adherence to programming best practices.

● Data Validation: Validate and correct datasets to ensure high-quality data for model training and evaluation.

● Collaboration: Work closely with data scientists and engineers to identify new annotation guidelines, resolve ambiguities, and contribute to the overall project strategy.

Qualifications:

● Strong background in software engineering/development, computer science, ML/AI, or related technical field, with a keen eye for detail and a passion for data accuracy

● Programming Proficiency: Demonstrated expertise in:

○ Python (must-have) and at least one or more common programming languages such as: JavaScript, Rust, , Typescript, C, C++, Shell

○ (Bonus points) At least 1 or more less common programming languages such as: Rust, Shell, Go, Ruby, Swift, PHP, Kotlin

● Knowledge of web technologies & frameworks

○ Web Scraping, API integration,

○ HTML/CSS/JavaScript

○ Web application development (e.g. Flask)

○ Frontend (e.g. React) and backend (e.g. ) development

● Machine Learning & Artificial Intelligence

○ Machine Learning (General concepts, model development, experimentation, training, evaluation)

○ Deep Learning (General, frameworks like TensorFlow, PyTorch, JAX, Keras, neural networks, CNNs, RNNs, transformer architecture, LSTM)

○ Natural Language Processing (NLP)

○ Reinforcement Learning (e.g., PPO, Q-learning, policy gradients, A2C, DQN, AlphaZero)

○ Computer Vision (e.g., image processing, analysis, instance segmentation, OCR, deepfake detection)

○ Game AI (Specific AI for intelligent opponents, understanding game states, actions, rewards)

● Data Science & Engineering

○ Data Analysis & Manipulation (including Pandas, Matplotlib, Seaborn, NumPy, statistical analysis, general data processing, visualization libraries)

○ Database Management (SQL, NoSQL, SQLite, data storage

● Algorithms & Mathematics

○ Algorithms (General and specific like Monte Carlo Tree Search (MCTS), A* pathfinding, Sudoku solving, Collatz sequence, optimization, combinatorial problems)

● Software Engineering Practices & Tools

○ Version Control (Git/GitHub)

○ Coding Best Practices: A solid understanding of clean code principles, software design patterns, and debugging techniques.

● Attention to Detail: Meticulous attention to detail and the ability to follow complex, multi-step instructions precisely.

● Problem-Solving: Strong analytical and problem-solving skills to evaluate and troubleshoot complex coding solutions.

● Communication: Excellent written communication skills to provide clear, concise, and actionable feedback

● Proactiveness: Willingness to challenge the status quo to conduct a given task and achieve the end goal

Preferred Qualifications:

● Experience with AI/ML concepts, particularly with large language models (LLMs) and code generation.

● Familiarity with various programming paradigms (e.g., object-oriented, functional).

● Experience with code review in a professional or academic setting.

● Experience in data annotation or similar quality assurance roles.

Job Type: Contract

Pay: $ $20.00 per hour

Work Location: Remote