Senior Machine Learning Research Scientist
Role details
Job location
Tech stack
Job description
devices and robotics. You will collaborate with product managers, cross-functional teams to design, develop, and ship cutting-edge CVML algorithms and solutions that enable intelligent perception and understanding of visual data.What You'll DoLocation: Remote from England or Hybrid from office in London, England.Reports To: Senior Director, Research ScienceConvert and Ship CVML R&D ideas to Axon Products.Research and develop advanced MLLMs, GenAI, and Computer Vision techniques for cloud, devices and sensors from multimodal data sources.Design and implement efficient and scalable MLLM models for inference and analysis of visual data.Explore novel approaches to address challenges in object detection, recognition, tracking, segmentation, and scene understanding.Optimize algorithms for performance, memory footprint, and energy efficiency to meet the requirements of resource-constrained devices.Join force with MLEs or firmware or hardware engineers to leverage hardware accelerators and optimize
Requirements
algorithms for specific hardware architectures.Evaluate the performance of MLLM models using real-world datasets and design experiments to validate their effectiveness.Stay up-to-date with the latest research trends and advancements in computer vision, machine learning, and deep learning, MLLMs, GenAI and integrate relevant findings into our projects.Contribute to patent disclosures, academic publications, and technical documentation to share insights and findings with the broader community.Experience coach and mentor junior scientists.What You BringPhD and with +8 year experience in Computer Science or a related field with a focus on MLLMs, computer vision, machine learning, or artificial intelligence.Proven track record of research excellence in machine learning, computer vision, robotics perception, demonstrated through publications in top-tier conferences or journals.Strong proficiency in programming languages such as Python, C/C++, experience with deep learning frameworks such as TensorFlow, PyTorch, or Keras and experience with ROS or robotic operating system.Drive one or more phases of the ML development lifecycle: shape datasets, investigate modeling approaches and architectures, train/evaluate/tune models and implement the end-to-end training pipeline.Leverage state-of-the-art research to deliver high quality models enabling multiple AI projects at scale.Contribute back to the research community via academic publications, tech blogs, open-source code and contributing to internal/external AI challengesExperience in developing computer vision algorithms for resource-constrained devices such as mobile phones, IoT devices, or embedded systems is highly desirable.Excellent problem-solving skills, analytical thinking, and the ability to work independently as well as collaboratively in a team environment.Strong communication skills and the, ability to effectively present complex technical concepts to both technical and non-technical
Benefits & conditions
audiences, Benefits that Benefit YouCompetitive salary and 401k with employer matchDiscretionary paid time offPaid parental leave for allMedical, Dental, Vision plansFitness ProgramsEmotional & Mental Wellness supportLearning & Development programsAnd yes, we have snacks in our officesBenefits listed herein may vary depending on the nature of your employment and the location where you work#LI-RemoteDon't meet every single requirement? That's ok. At Axon, we Aim Far. We think big with a long-term view because we want to reinvent the world to be a safer, better place. We are also committed to building diverse teams that reflect the communities we serve.Studies have shown that women and people of color are less likely to apply to jobs unless they check every box in the job description. If you're excited about this role and our mission to Protect Life but your experience doesn't align perfectly with every qualification listed here, we encourage you to apply anyways.