• Work with applied researchers to design, implement and test next generation of RL and pos-training algorithms • Contribute and advance open source by developing NeMo-RL, Megatron Core, and NeMo Framework and yet to be announced software • Solve large-scale, end-to-end AI training and inference challenges, spanning the full model lifecycle from initial orchestration, data pre-processing, running of model training and tuning, to model deployment. • Work at the intersection of computer-architecture, libraries, frameworks, AI applications and the entire software stack. • Performance tuning and optimizations, model training with mixed precision recipes on next-gen NVIDIA GPU architectures. • Publish and present your results at academic and industry conferences

Role Description As an R&D Coordination Specialist, you will be at the center of innovation at Nysonian ensuring that ideas move fast, teams stay aligned, and execution remains sharp. This role is critical in connecting product, design, sourcing, and operations teams to bring new concepts to life across our growing portfolio. You will help translate innovation into structured execution while maintaining the speed and quality that define Nysonian. - Coordinate end-to-end R&D initiatives from concept to launch, ensuring timely execution and delivery of key milestones - Track project timelines, dependencies, and deliverables across multiple concurrent initiatives - Drive cross-functional alignment between R&D, product, supply chain, and brand teams to ensure seamless execution - Facilitate regular check-ins, sprint reviews, and structured progress updates with stakeholders - Build and optimize scalable R&D processes to enable faster, more efficient innovation cycles - Identify bottlenecks and implement practical workflow improvements to enhance execution speed and clarity - Maintain comprehensive documentation of product development, testing, and iteration learnings, with leadership-ready reporting and dashboards - Support prioritization, risk management, and resource allocation while enabling prototyping, pilots, and innovation execution pathways Qualifications - Experience in consumer brands, lifestyle products, or e-commerce environments - Familiarity with full product development cycles, from design and prototyping to production and launch - Strong understanding of Agile or fast-iteration operating environments - Experience collaborating with global or cross-border teams across time zones and functions - Strong execution mindset with high ownership and accountability for outcomes - Excellent communication skills with the ability to align stakeholders and drive clarity across teams - Strong problem-solving ability with a balance of speed, precision, detail orientation, and big-picture thinking Benefits - Collaborate with high-performing teams across fast-growing global brands - Meaningful opportunities for growth, ownership, and impact - A culture built on accountability, transparency, and execution - Competitive compensation, benefits, and wellness-focused perks - Opportunity to design and own internal automation systems - Be part of a company building global lifestyle brands at scale - Work with high-performing, no-ego teams across multiple countries - Operate in a fast-paced environment where ownership is real - Help shape products and experiences used by millions worldwide Company Description Nysonian builds the next generation of global lifestyle brands; brands that inspire how people travel, move, and live. We create not just products, but experiences that empower people worldwide. - NOBL Travel — redefining modern travel with design, durability, and performance - FLO Pilates — bringing Pilates into homes and wardrobes globally With $150M+ in revenue, 300+ teammates across 6 countries, and 1.3M+ customers worldwide, we are shaping the brands that will define the next decade. - Core Values: Winners' Mindset | Speed with Purpose | Thoughtful Innovation | Genuineness | No Ego, Full Ownership

Role Description As a Research Engineer in Calibration, you will create the next generation of calibration systems for autonomous driving. You will collaborate with our team of world-renowned scientists and engineers to build innovative, practical, and scalable calibration and monitoring solutions for self-driving. We value original, high-impact ideas and rigorous experimental validation. - Be part of a multidisciplinary team of Engineers and Scientists working on a scalable system to produce fast, accurate calibration for a wide array of sensing modalities (e.g. camera, lidar, radar, IMU, GNSS). - Develop the next generation of calibration algorithms leveraging classical and learning-based approaches in 3D geometry with a focus on robustness, compute efficiency, and safety-critical accuracy. - Design and implement real-time calibration integrity monitoring algorithms to ensure safe autonomous driving on a diverse fleet of vehicles. - Coordinate large-scale deployment of the calibration of an entire fleet of autonomous vehicles. Qualifications - Deep knowledge in calibration problems. - Understanding of sensor modelling. - Shipping Production Software. - Strong software engineering fundamentals. Requirements - You have prior experience fusing multi-sensor systems, from posing and modeling hidden sensor parameters to evaluating calibration quality. - You should understand how to leverage classical algorithms (e.g. ICP, RQE, SLAM, visual and radar odometry) and learning-based approaches (e.g. NeRF, 3D Splatting) to solve the calibration problem. - You know how various sensor modalities work from a physical perspective and understand how different modelling assumptions will impact data interpretation and the final calibration. - You have the ability to investigate the calibration issues down to the sensor hardware level to root cause issues. - You have experience in reading and developing production quality software, versus only creating prototypes and proofs of concept. - You write efficient and maintainable code in a native language such as C++ or Rust (we use Rust), and are comfortable with Python interop. Benefits - Competitive compensation and equity awards. - Health and Wellness benefits encompassing Medical, Dental and Vision coverage (for full-time employees only). - Unlimited Vacation. - Flexible hours and Work from Home support. - Daily drinks, snacks and catered meals (when in office). - Regularly scheduled team building activities and social events both on-site, off-site & virtually. - As we grow, this list continues to evolve!

• As a Staff Research Engineer you will join a team of 40+ Researchers and Engineers within the R&D Department working on cutting edge challenges in the Generative AI space. • Focus on creating highly realistic, emotional and life-like Synthetic humans through text-to-video. • Work on the applied side of our research efforts and directly impact our solutions that are used worldwide by over 55,000 businesses. • Apply DPO (direct preference optimisation) to pre-trained models. • Adapt models to extend their capabilities, for instance, by changing conditioning inputs. • Build solutions for dubbing and evaluate the quality of lip-sync. • Implement post-training optimization techniques, such as quantization, pruning and distillation, to improve the efficiency of diffusion models used in avatar generation. • Analyze and address challenges related to model performance, ensuring high-quality output in avatar rendering. • Stay updated with the latest research and advancements in diffusion models, adversarial networks and post-training optimization methods.