Responsibilities:-
● We seek an expert to identify architectural changes and/or completely new approaches for
accelerating our deep learning models.
● As an architect you are responsible for converting business needs associated with AI-ML
algorithms into a set of product goals covering workload scenarios, end user expectations,
compute infrastructure and time of execution; this should lead to a plan for making the
algorithms production ready
● Benchmark and optimize the Computer Vision Algorithms for performance and quality KPIs
on the heterogeneous hardware stacks (GPU + CPU, etc.)
● Collaborate with various teams to drive an end to end workflow from data curation and
training to performance optimization and deployment.

Skills Required:-
● Bachelors or Higher in Computer Science, Electrical Engineering, or related field. A strong
background in deployment of complex deep learning architectures.
● 1+ years of relevant experience in at least a few of the following relevant areas is required in
your work history: Machine learning (with focus on Deep Neural Networks), including




understanding of DL fundamentals; Experience adapting and inferencing DNNs for various
tasks; Experience developing code for one or more of the DNN training frameworks (such as
Torch, Caffe or TensorFlow): Numerical analysis, Performance analysis, Model compression
and Optimization & Computer architecture.
● Strong data structures and algorithms knowhow with excellent modern C++ programming skills.
● Good grasp over software engineering and tools like CMake, Make (or Ninja), Clang-Tools, etc.
● Hands-on expertise with TensorRT, CuDNN, PyTorch
● Hand-on expertise with GPU computing (CUDA, OpenCL or OpenACC) and HPC (MPI, OpenMP)
● Proficient in Python programming and bash scripting.
● Proficient in Windows, Ubuntu and Centos operating systems.
● Excellent communication and collaboration skills.
● Self-motivated and able to find creative practical solutions to problems.

Positive to have:-
● Hands-on

📌 Lead Engineer (Thane)
🏢 Aira Matrix
📍 Thane