Senior AI Software Engineer

2 weeks ago

Agra, Uttar Pradesh, India beBeeAI Full time ₹ 2,50,00,000 - ₹ 3,50,00,000
About the Job

We are seeking a skilled Architect to join our team.

  • As a Principal Architect, you will provide leadership in designing and implementing ground-breaking GPU computers that run demanding deep learning, high-performance computing, and computationally intensive workloads.
  • You will identify architectural changes and/or completely new approaches for accelerating our deep learning models.
  • As an expert, you will help us with the strategic challenges we encounter, including compute, networking, and storage design for large scale, high-performance workloads, effective resource utilization in a heterogeneous computing environment, evolving our private/public cloud strategy, capacity modelling, and growth planning across our products and services.
  • 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 and the Hardware Accelerators for performance and quality KPIs.
  • Optimize algorithms for optimal performance on the GPU tensor cores.
  • Collaborate with various teams to drive an end-to-end workflow from data curation and training to performance optimization and deployment.
  • Assign tasks to the team and monitor progress.

Requirements

To be successful in this role, you must have:

  • A Master's or Ph.D. degree in Computer Science, Electrical Engineering, or a related field.
  • 7+ years of relevant experience in at least a few of the following areas: Machine learning (with focus on Deep Neural Networks), numerical analysis, performance analysis, model compression and optimization, computer architecture, and software development.
  • Strong knowledge of data structures and algorithms, as well as excellent C/C++ programming skills.
  • Hands-on expertise with PyTorch, TensorRT, CuDNN, CUDA, OpenCL, OpenACC, MPI, OpenMP, Docker, Singularity, Shifter, Charliecloud, Python programming, bash scripting, Windows, Ubuntu, Centos operating systems.
  • Excellent communication and collaboration skills.
  • Self-motivated and able to find creative practical solutions to problems.

What We Offer

We offer a competitive salary and benefits package, as well as opportunities for career growth and professional development.

About Us

We develop artificial intelligence based solutions for Life Sciences applications.

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