CoLab · 6 hours ago
Senior Full Stack Developer
CoLab is a cloud-based platform for engineering design review, aiming to help mechanical engineering teams bring life-changing products to market faster. The role involves building features and infrastructure that integrate with large language models and machine learning systems, focusing on end-to-end delivery of AI-assisted design checker capabilities.
ComputerInformation TechnologySoftware
Responsibilities
Build and maintain user-facing features and APIs that integrate LLM and ML capabilities
Design and scale backend systems to support vector search, agent workflows, and human-AI collaboration
Collaborate closely with product and design to shape intelligent, intuitive user experiences
Prototype, prompt, and evaluate LLM solutions using tools like OpenAI, Anthropic, and Hugging Face
Mentor teammates through code reviews, design sessions, and paired debugging
Contribute to technical direction and best practices across the stack
Measure and optimize performance and reliability at scale
Qualification
Required
5+ years full-stack development experience
Proficient in Python and its libraries, with hands-on experience in designing, developing, and maintaining robust and scalable APIs
Proficient in React, TypeScript and front-end tools such as Webpack, Vite, npm and ESLint
Hands-on experience with relational databases (e.g., PostgreSQL, MySQL), NoSQL databases (e.g.: DynamoDB), vector databases (e.g., OpenSearch, Pinecone, FAISS) and querying frameworks/APIs (e.g.: SQLAlchemy)
Experience writing robust automated tests, including unit, as well as end-to-end (E2E) tests using Cypress or Playwright
AI/ML Experience: Libraries: PyTorch, Hugging Face, Scikit-Learn
Agent workflows: pydantic-ai
Experience integrating and prompting large language models (LLMs) via APIs (e.g., OpenAI, Anthropic, Google Gemini)
Experience working with ML services in the cloud infrastructure, e.g. Sagemaker, Bedrock, etc
Solid Git workflow knowledge and test-driven development practices
Self-directed, curious, and collaborative
Preferred
GraphQL experience
Familiarity with observability tools (e.g., DataDog, Retool)
Benefits
Extended health and dental
RRSP matching
Unlimited paid vacation
Company
CoLab
CoLab is a cloud based platform for engineering design review.
Funding
Current Stage
Growth StageTotal Funding
$132.83MKey Investors
Intrepid Growth PartnersInsight PartnersCanada's Ocean Supercluster
2025-11-10Series C· $72M
2025-11-10Secondary Market· $17.2M
2024-05-09Series B· $21M
Recent News
entrevestor.com
2025-12-09
2025-11-15
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