Algorithms & optimization Engineer

We are looking

for a talented engineer to implement and optimize machine learning, computer

vision, and numeric libraries for target hardware architectures, including

CPUs, GPUs, DSPs, and other accelerators. Your expertise will be instrumental

in enabling efficient and high-performance execution of algorithms on these

hardware platforms.

vision, and numeric libraries for target hardware architectures, including

CPUs, GPUs, DSPs, and other accelerators.

to ensure optimal performance on target platforms.

algorithmic modifications, parallelization, vectorization, and memory access

optimizations, to fully leverage the capabilities of the target hardware

architectures.

requirements and implement libraries to meet their needs.

performance analysis to ensure the optimized libraries meet the required

performance targets.

machine learning, computer vision, and high-performance computing.

Education:

BTech/BE/MTech/ME/MS/PhD

in CSE/IT/ECE.

Technical Skills (Must haves):

C/C++, CUDA, OpenCL, or other relevant languages for hardware optimization.

including CPUs, GPUs, DSPs, and accelerators, and familiarity with their

programming models and optimization techniques.

instructions, memory hierarchies, and cache optimization techniques.

methodologies for profiling and optimization.

Need to have (Can be bridged):

Development, Porting, Optimization & Testing.

independently or within a team.

Good to have (Not essential):

Knowledge of

deep learning frameworks and techniques.

Hands-on

experience optimizing algorithms and libraries for heterogeneous hardware

platforms and high-performance computing environments.