Poolside.ai offers a suite of AI-powered tools designed to enhance software engineering workflows. Their flagship model, malibu, leverages Reinforcement Learning from Code Execution Feedback (RLCEF) for superior performance in coding tasks. Developers can fine-tune malibu using their codebases, documentation, and knowledge bases to create a custom model uniquely suited to their needs. The platform integrates with popular IDEs like VS Code and IntelliJ, offering code completion, intelligent suggestions, and smart context for better responses. Poolside also provides a dedicated assistant, deeply integrated with its models to optimize the development process. The entire stack is deployable on-premise, ensuring data security and privacy.
• custom model creation
• reinforcement learning from code execution feedback (rlcef) training
• deployment on own infrastructure
• vs code, intellij, chrome, safari, firefox, arc integrations
• poolside assistant integration
• code completion engine (point)
• fine-tuning on business code, practices, and data
• foundation model built for software engineering challenges
Member of Engineering (Coding AI Tutor)
Poolside.ai is an AI-powered platform for software engineering, featuring a code completion engine, an integrated assistant, and customizable models trained on your data.
Benefits:
Fully remote work & flexible hours
37 days/year of vacation & holidays
Health insurance allowance for you and dependents
Company-provided equipment
Wellbeing, always-be-learning and home office allowances; Frequent team get togethers; Great diverse & inclusive people-first culture
Experience Requirements:
2+ years of professional software development experience
Experience with cloud infrastructure (AWS, Kubernetes), databases (SQL, NoSQL), and distributed systems (Spark, Kafka, gRPC) is highly desirable
Other Requirements:
Proficiency in at least one programming language (Python, Rust, JavaScript, C/C++, Java, or Go) and a strong grasp of software development principles
Familiarity with shell scripting (bash or zsh), and experience managing environment variables
Experience working with large-scale systems, databases, or AI/ML pipelines is a plus
Strong written and verbal communication skills in English
Responsibilities:
Collaborate with the engineering team to curate and select code samples for model training, evaluation, and continuous improvement
Provide expert solutions and corrections in programming languages such as Python, Rust, JavaScript, C/C++, Java, and Go
Review and enhance AI-generated code to ensure it adheres to industry best practices for performance, security, scalability, and readability
Review and enhance AI-generated reasoning for software development tasks
Contribute to the development of tools and processes that improve the efficiency and quality of AI training data collection and generation; Develop clear, comprehensive documentation to explain advanced coding methodologies and AI-generated coding approaches; Work closely with cross-functional teams to ensure AI-powered coding solutions meet enterprise-grade performance and reliability metrics
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Member of Engineering (Evaluations)
Poolside.ai is an AI-powered platform for software engineering, featuring a code completion engine, an integrated assistant, and customizable models trained on your data.
Benefits:
Fully remote work & flexible hours
37 days/year of vacation & holidays
Health insurance allowance for you and dependents
Company-provided equipment
Wellbeing, always-be-learning and home office allowances; Frequent team get togethers; Great diverse & inclusive people-first culture
Experience Requirements:
Experience with Large Language Models (LLM)
Strong understanding and intuition of LLMs, and their limitations
Strong engineering background
Strong programming skills, ideally across multiple languages
Familiar with full software development life cycle
Other Requirements:
Good taste, and a curious mindset
Programming experience (Linux, Strong algorithmic skills, Multiple languages, including Python)
Strong critical thinking and ability to question code quality policies when applicable
Responsibilities:
Research and implementation of evaluations and benchmarks; both for base models and for instruction following models
Collaborate with both applied research and product teams to define meaningful metrics and evaluations that capture our progress on real world software development skills
Work in a team: plan future steps, discuss, and communicate clearly with your peers
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Member of Engineering (Fine-tuning)
Poolside.ai is an AI-powered platform for software engineering, featuring a code completion engine, an integrated assistant, and customizable models trained on your data.
Benefits:
Fully remote work & flexible hours
37 days/year of vacation & holidays
Health insurance allowance for you and dependents
Company-provided equipment
Wellbeing, always-be-learning and home office allowances; Frequent team get togethers; Great diverse & inclusive people-first culture
Experience Requirements:
Experience with Large Language Models (LLM)
Deep knowledge of Transformers
Strong deep learning fundamentals
Good taste in data
Fine-tuning experience with LLMs
Other Requirements:
Strong machine learning and engineering background
Research experience
Programming experience (Linux, Strong algorithmic skills, Python with PyTorch or Jax)
Strong critical thinking and ability to question code quality policies when applicable
Responsibilities:
Research and experiment on ways to specialize foundational models to coding use cases
Build and maintain data and training pipelines
Keep up with latest research, and be familiar with state of the art in LLMs, alignment, synthetic data generation, code generation
Design, analyze, and iterate on training/fine-tuning/data generation experiments
Write high-quality, pragmatic code; Work as part of a team: plan future steps, discuss, and communicate clearly with your peers
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