Lead the implementation, optimization, and delivery of machine learning, computer vision, and numeric libraries across heterogeneous hardware architectures. Own technical execution, quality, timelines, and customer outcomes while mentoring engineers in low-level optimization, parallel programming, vectorization, profiling, debugging, benchmarking, and performance tuning. Collaborate with customers and stakeholders to identify performance requirements and bottlenecks, make technical decisions, and deliver high-performance software solutions.
Summary Generated by Built In
We are seeking a highly skilled and motivated technical lead to drive the implementation and
optimization of machine learning, computer vision, and numeric libraries across target
hardware architectures, including CPUs, GPUs, DSPs, NPUs, and other accelerators. The role
involves technical ownership and accountability for project execution and delivery, driving high
performance software solutions, providing technical leadership to engineering teams, and
working closely with customers to successfully deliver optimized libraries.
Key Responsibilities
• Lead the implementation, optimization, and delivery of machine learning, computer
vision, and numeric libraries for heterogeneous hardware architectures, including CPUs,
GPUs, DSPs, NPUs, and accelerators.
• Own project execution with accountability for technical delivery, quality, timelines, and
successful customer outcomes.
• Provide technical leadership, guidance, and mentorship to engineers in areas such as
low-level optimization, parallel programming, vectorization, memory hierarchy
optimization, profiling, performance analysis, debugging, benchmarking, and
performance tuning to enable successful execution and delivery of projects.
• Work directly with customers and internal stakeholders to understand performance
requirements, optimization goals, bottlenecks, and expected outcomes
.
• Conduct technical reviews, problem-solving, and technical decision-making to support
successful execution of projects.
• Stay current with advancements in machine learning, computer vision, high
performance computing, and heterogeneous compute architectures.
RequirementsQualifications
• BTech/BE/MTech/ME/MS/PhD in CSE/IT/ECE or related field.
• 5+ years of experience in software development, performance engineering, algorithm
optimization, porting, or low-level software development.
• Proven experience in leading technical execution of projects, mentoring engineers, and
driving successful project delivery.
• Strong interest and passion for technical leadership, team guidance, customer
engagement, and ownership of project execution and delivery.
• Strong expertise in C/C++, CUDA, OpenCL, HIP, SYCL, or similar programming models.
• Hands-on experience optimizing software for CPUs, GPUs, DSPs, NPUs, or other
accelerator architectures.
• Strong understanding of parallel computing concepts, SIMD/vectorization, threading
models, cache/memory optimization, profiling, benchmarking, and performance tuning.
• Strong debugging, analytical, problem-solving, and technical decision-making skills.
• Excellent communication, collaboration, and stakeholder management skills.
Who This Role Would Suit
This role would suit strong technical professionals with hands-on expertise in performance
optimization, low-level software development, or heterogeneous computing who are looking to
grow into a larger technical leadership role.
We are looking for individuals who are passionate about taking ownership of project execution
and delivery, mentoring and guiding teams, enabling successful outcomes through technical
leadership, and contributing to the growth and success of the organization.