Description The Inference team at AGI is a group of innovative developers working on groundbreaking multi-modal inference solutions that revolutionize how AI systems perceive and interact with the world. We push the limits of inference performance to provide the best possible experience for our users across a wide range of applications and devices. As a Manager of Software Development in AGI Inference, you will be responsible for leading a team of engineers to build innovative, mission-critical, high-volume production systems that will shape the future of AI. You will have an enormous opportunity to make an impact on in building large, complex software systems, and preferably with machine learning and/or systems software development. This role offers the exciting chance to work in a highly technical domain at the boundary between fundamental AI research and production engineering such as Quantization, Speculative Decoding, and Long Context for inference efficiency. Key job responsibilities • Responsible for the over-all systems development life cycle • Management and execution against project plans and delivery commitments; Manage the day-to-day activities of the engineering team within an Agile/Scrum environment • Management of departmental resources, staffing, mentoring, and enhancing and maintaining a best-of-class engineering team • Work closely with the engineers to architect and develop the best technical design and approach • Responsible for status of development, quality, operations, and system performance • Responsible for development of high-performance inference software for a diverse set of neural models, typically in C/C+• Responsible for design, prototype, and evaluate new inference engines and optimization techniques • Responsible for team’s participate in deep-dive analysis and profiling of production code • Responsible for optimization of inference performance across various platforms (on-device, cloud-based CPU, GPU, proprietary ASICs) • Lead the team in close collaboration with research scientists to bring next-generation neural models to life • Partner with internal and external hardware teams to maximize platform utilization • Work in an Agile environment to deliver high-quality software against aggressive schedules • Hold a high bar for technical excellence within the team and across the organization About the team The AGI Inference team builds groundbreaking multi-modal inference software that revolutionize how AI systems perceive and interact with the world. We push the limits of inference performance to provide the best possible experience for our users across a wide range of applications and devices. As a Manager of Software Development in AGI Inference, you will be responsible for leading a team of engineers to build innovative, mission-critical, high-volume production systems that will shape the future of AI. You will have an enormous opportunity to build large production software systems. This role offers the exciting chance to work in a highly technical domain at the boundary between fundamental AI research and production engineering such as Quantization, Speculative Decoding, and Long Context for inference efficiency. Basic Qualifications - Bachelor's Degree in Computer Science - 3+ years experience managing software development teams - Experience working with machine learning, speech recognition, computer vision, natural language processing, or related technologies - Experience designing and developing software systems - Experience using the tools of the trade, including a variety of modern programming languages C, C++ or Java - Experience communicating with executives and non-technical leaders • Experience hiring, growing and developing software developers Preferred Qualifications - MS or Ph.D. in Computer Science, Computer Engineering, Electrical Engineering, Math etc. - Excellent written and verbal communication skills with the ability to present complex technical information in a clear and concise manner to a variety of audiences - Hands-on architectural or systems programming experience - Experience with inference frameworks such as PyTorch, TensorFlow, ONNXRuntime, TensorRT, LLaMA.cpp, etc. - Proficiency in performance optimization for CPU, GPU, or AI hardware - Proficiency in kernel programming for accelerated hardware using programming models such as (but not limited to) CUDA, OpenMP, OpenCL, Vulkan, and Metal - Experience with latency-sensitive optimizations and real-time inference - Understanding of resource constraints on mobile/edge hardware - Knowledge of model compression techniques (quantization, pruning, distillation, etc.) - Experience with LLM efficiency techniques like speculative decoding and long context - Passion for solving complex problems and driving innovation in AI technology Amazon is committed to a diverse and inclusive workplace. Amazon is an equal opportunity employer and does not discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status. Los Angeles County applicants: Job duties for this position include: work safely and cooperatively with other employees, supervisors, and staff; adhere to standards of excellence despite stressful conditions; communicate effectively and respectfully with employees, supervisors, and staff to ensure exceptional customer service; and follow all federal, state, and local laws and Company policies. Criminal history may have a direct, adverse, and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed above, as well as the abilities to adhere to company policies, exercise sound judgment, effectively manage stress and work safely and respectfully with others, exhibit trustworthiness and professionalism, and safeguard business operations and the Company’s reputation. Pursuant to the Los Angeles County Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records. Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process, including support for the interview or onboarding process, please visit https://amazon.jobs/content/en/how-we-hire/accommodations for more information. If the country/region you’re applying in isn’t listed, please contact your Recruiting Partner. Our compensation reflects the cost of labor across several US geographic markets. The base pay for this position ranges from $166,400/year in our lowest geographic market up to $287,700/year in our highest geographic market. Pay is based on a number of factors including market location and may vary depending on job-related knowledge, skills, and experience. Amazon is a total compensation company. Dependent on the position offered, equity, sign-on payments, and other forms of compensation may be provided as part of a total compensation package, in addition to a full range of medical, financial, and/or other benefits. For more information, please visit https://www.aboutamazon.com/workplace/employee-benefits . This position will remain posted until filled. Applicants should apply via our internal or external career site.