Plan, design, and run experiments to evaluate and refine deep learning architectures and training methodologies.
Research, implement, and adapt new algorithms and model architectures from recent ML papers.
Collaborate closely with talented engineers to translate research insights into robust, deployable models.
Compound Eye enables machines to understand their surroundings in 3D and in real time using only passive sensors. They have customers in automotive, agriculture, healthcare, and defense and is backed by Khosla Ventures and other leading investors, with a team of sixteen in the US. Their culture is based on transparency, mutual respect and accountability.
Develop and train deep learning models for camera-based perception.
Implement production-quality machine learning code to support model training, evaluation, and inference.
Analyze model performance across diverse driving scenarios to improve robustness and generalization.
Torc Robotics focuses on developing self-driving vehicle technology. They aim to make roads safer and improve lives by commercializing autonomous trucks, offering advanced driver assistance systems and self-driving solutions, with a focus on safety and reliability.
Develop and train machine learning models for scene understanding.
Implement production-quality ML code to support model training.
Analyze model performance, identify failure modes, and propose improvements.
Torc Robotics is dedicated to developing autonomous driving technology. They aim to revolutionize the trucking industry with safe and efficient self-driving solutions.
Scope and lead ML initiatives end-to-end from identifying opportunities through production deployment.
Design, develop, and optimize ML models and AI systems for document processing and automation.
Build and maintain production ML pipelines that are robust, observable, and scalable.
Medallion is a healthcare technology company building a provider operations platform to eliminate administrative bottlenecks. They are one of the fastest-growing healthcare technology companies, with a mission to transform healthcare at scale and are backed by $130M in funding.
Developing ranking and recommendation models that identify high-performing team designs.
Building brandification pipelines to conform to an organisation's brand guidelines.
Building layout extraction and understanding systems that parse Canva's design format.
Canva is a design platform that makes it easy for anyone to create professional-looking designs. They have a flagship campus in Sydney, a second campus in Melbourne, and co-working spaces in Brisbane, Perth, & Adelaide, and provides flexibility in how and where you work.
Contribute to the entire development cycle of our cutting-edge large deep learning models.
Collaborate across engineering and clinical teams to translate cutting-edge AI research into practical applications that have clinical implications.
Influence progress of relevant research communities by producing publications.
Sword Health is shifting healthcare from human-first to AI-first through their AI Care platform, making world-class healthcare available anytime, anywhere, while significantly reducing costs. Sword began by reinventing pain care with AI at its core, and has since expanded into women’s health, movement health, and more recently mental health.
Develop and train computer vision and deep learning models for road‑lane detection using monocular and multimodal sensor data.
Build 3D road surface and lane geometry models in BEV space and integrate them into Torc’s autonomy pipeline.
Analyze model performance, identify corner cases, and improve robustness under diverse environmental and long‑tail conditions.
Torc Robotics focuses on developing autonomous driving technology, particularly for trucking applications. They aim to create safe and reliable autonomous systems. The company fosters collaboration between expert teams to push the boundaries of autonomous vehicle capabilities.
Drive the design and evolution of AI-ready tools and APIs for LLM platforms.
Own and evolve evaluation frameworks that measure tool-use accuracy across platforms.
Shape Canva's agent architecture, making strategic technical decisions about intelligence location.
Canva is a design platform that enables users to create various visual content. They have offices in multiple locations in Australia and New Zealand, and they offer a flexible work environment.
Design and maintain training systems that can process and learn from petabyte-scale multimodal datasets.
Identify and resolve bottlenecks in the training pipeline to maximize GPU utilization and reduce training time.
Work with the ML team to develop and refine neural network architectures suitable for autonomy tasks.
Serve Robotics is reimagining how things move in cities. Their personable sidewalk robot is their vision for the future; it's designed to take deliveries away from congested streets, make deliveries available to more people, and benefit local businesses. Their team is agile, diverse, and driven aiming to grow robotic deliveries from surprising novelty to efficient ubiquity.
Conduct end-to-end analyses, wrangling data via SQL or Python, to statistical modeling, to hypothesizing and presenting business ideas.
Mentor and guide junior engineers, fostering a culture of learning and technical excellence.
Support the development and deployment of projects involving machine learned models for offline, batch-based data products as well as models deployed to online, real-time services.
Yelp's mission is connecting people with great local businesses, requiring the use of cutting-edge Machine Learning (ML) and Artificial Intelligence (AI). Their engineering culture values individual authenticity and encourages creative solutions, supporting growth in a collaborative environment.
Bring deep expertise in machine learning and applied AI to turn emerging techniques into practical solutions.
Provide broad technical leadership across teams while remaining hands-on in applied research and innovation.
Guide major technical decisions, identify opportunities for differentiation, and translate new ideas into future product capabilities.
Kinaxis is a global leader in modern supply chain orchestration that powers complex global supply chains and supports the people who manage them. They have grown to become a global organization with over 2000 employees around the world, with 6 global offices and a best-in-class HQ in Ottawa, Canada.
Define team vision and strategic direction for conversion modeling.
Oversee model development from ideation to deployment.
Recruit, mentor, and retain top ML talent.
Reddit is a platform built on shared interests, passion, and trust, and is home to open and authentic conversations. With 100,000+ active communities and approximately 121 million daily active unique visitors, Reddit is one of the internet’s largest sources of information.
Design and manage search recommendation services and models to support the content team.
Utilize machine learning-based personalization methods to enhance content matching and distribution efficiency.
Lead the development of core content recommendation modules using data-driven strategies.
Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. They are trusted by 300+ million people in 100+ countries for their industry-leading security, user fund transparency, trading engine speed, deep liquidity, and an unmatched portfolio of digital-asset products.
Design and implementation of reliable, maintainable, and scalable GenAI systems.
Serve as a subject matter expert for machine learning systems owned by the team.
Mentor junior and mid level engineers through code reviews and design collaboration.
Trajector specializes in medical evidence services, guiding clients through disability benefits complexities. They are a global team of over 1,800 dedicated individuals, streamlining the path to benefits and ensuring access to rightful compensation for those with disabilities.
Working with customers, engineers, and other stakeholders to define clear requirements that solve customers’ problems and leverage the capabilities of our AIOps platform
Developing and validating machine learning models and custom analytic algorithms that are applied to image, video, text, geospatial, time series, and structured data
Orchestrating and automating complex data and analytic pipelines
Striveworks helps organizations harness the power of artificial intelligence to solve real-world national security and business challenges by serving as the command center between data, models, and business outcomes. Founded by data scientists and engineers, Striveworks set out to make the journey from deployment to ongoing optimization simple and effective.
Define and execute the strategic vision for ML across Operations and adjacent business areas.
Act as a senior technical authority, setting best practices and architectural patterns for ML across the organization.
Mentor and coach ML practitioners at all levels, fostering a culture of continuous learning and innovation.
Monzo is on a mission to make money work for everyone, waving goodbye to traditional banking complexities. With a focus on solving problems and changing lives, they offer personal and business bank accounts, savings, investments, and pension options, and they are known for their award-winning customer service.
Lead complex initiatives by forming and leading cross-functional teams to deliver high-impact projects.
Provide architectural review and technical guidance at a departmental level, ensuring Data Science assets are scalable and cost-effective.
Anticipate business pivots and proactively identify opportunities where data science can solve future challenges.
TrueML is a company focused on product and technology. They value Extreme Ownership, bridging technical expertise and business impact, and fostering a 'team vs. me' outlook.
Design and optimise AI-ready tools and APIs that enable LLM platforms to reliably interact with Canva's design capabilities.
Build and maintain evaluation frameworks to systematically measure tool-use accuracy across platforms.
Experiment with LLM orchestration and agent architectures – Develop Canva agents that any 3rd party provider can call to design quickly, efficiently and at scale.
Canva is a platform redefining how the world experiences design. They have a flagship campus in Sydney, with a second campus in Melbourne and co-working spaces in Brisbane, Perth, Adelaide, and Auckland, NZ.
Build and deploy end-to-end AI/ML solutions, from data pipelines and feature engineering to model training and inference
Develop and maintain data pipelines for ingesting, transforming, and preparing data for analytics and machine learning
Write clean, modular, and maintainable code to support scalable AI applications
Eimagine fosters a remote-enabled environment where their people can thrive. They are a team of professionals who take pride in their craft, continuously learn, and support one another, helping clients navigate technology and business change while delivering meaningful outcomes.
Turn complex scientific processes into intelligent, automated workflows.
Design and implement end-to-end workflows connecting laboratory devices, APIs, datasets, and AI models.
Build conversational agents and intelligent bots to assist scientific teams in their daily work.
E184 builds technology for goals that matter most, working in labs around the world. They enable reproductive rights, build brain-computer interfaces, and aim to give everyone a say in the future.