Adaption Labs
AI systems that adapt in real time
Adaption Labs builds adaptive AI systems that evolve through real-world interactions, using techniques like on-the-fly learning and gradient-free adaptation. They serve developers, researchers, and enterprises needing efficient AI across domains, languages, and constraints. This enables cheaper, more reliable AI without massive retraining or scaling.
Applied ML Engineer
Build and deploy production ML solutions for strategic customers, identifying gaps through direct engagement and implementing adaptive systems that evolve with real-world use. Requires 4+ years ML experience and 2+ years customer-facing technical work.
Modelling Resident
8-month modelling residency embedded in production and research projects, focusing on adaptive algorithms, real-time learning, model efficiency, and cross-stack optimization. Requires Python, deep learning frameworks, and ML optimization experience.
Head of Enterprise Sales
Define and run the enterprise sales motion across North America from the ground up. Own revenue targets, carry early deals, build the team, and shape product direction through direct buyer feedback.
Senior Research Scientist
This is a research role focused on building models that continuously evolve with the world, with a focus on efficiency, gradient-free exploration, real-time learning, and interface design. The role requires strong programming skills and expertise in model optimization techniques.
Distributed Systems Engineer, Data & Inference Platform
Builds and operates distributed inference systems for LLMs at scale and large-scale data pipelines for training/evaluation. Requires 5+ years in production distributed systems, GPU expertise, and frameworks like Ray/Spark.
Applied Scientist
Applied Scientist drives research in efficient, adaptive ML including online learning and gradient-free methods, implements production ML systems, and shapes research/product roadmap. Requires 3-4 years ML experience deploying real-world systems.
Product Designer
Designs innovative UI/UX interfaces for adaptable AI products, bridging design vision with engineering to prototype and ship features that redefine human-AI interactions. Requires 4+ years experience, strong visual design skills, and cross-functional collaboration.
Forward Deployed Machine Learning Engineer
Builds custom production-grade ML solutions for customer problems by identifying platform gaps, implementing fixes, and owning outcomes from discovery to deployment. Requires 4+ years experience including customer-facing roles, strong ML frameworks knowledge, and data modeling expertise.
Growth Lead
Founding Growth Lead drives weekly active user growth through data-driven experiments, ecosystem partnerships like hackathons, and cross-functional collaboration with marketing and GTM. Requires 3-5+ years growth experience in tech, comfort with technical products, and scrappy execution.
Special Projects Lead
Leads special projects from ambiguity to execution, scales global team operations, and drives strategic initiatives partnering with founders. Requires 3-7 years in operations/strategy at high-growth startups, creative problem-solving, and strong execution skills.
Research Scientist / Research Engineer
Conducts research on efficient AI systems focusing on real-time adaptation, model efficiency, and cross-stack optimization. Requires PhD or equivalent, 4-5+ years industry experience, and deep ML expertise including PyTorch/JAX and optimization techniques.