Senior Computing Expert

7 days ago

Palakkad, Kerala, India beBeeComputer Full time ₹ 2,00,00,000 - ₹ 2,50,00,000

Job Summary:

  • Our organization seeks an expert leader to spearhead the design and implementation of groundbreaking high-performance computing systems that can handle demanding deep learning, high-performance computing, and computationally intensive workloads.
Key Responsibilities:
  • Provide leadership in designing and implementing high-performance computing systems
  • Identify architectural changes and/or completely new approaches for accelerating our deep learning models
  • Help us with strategic challenges including compute, networking, and storage design for large scale, high-performance workloads
  • Evolving private/public cloud strategy, capacity modeling, and growth planning across products and services
  • Convert business needs into a set of product goals covering workload scenarios, end user expectations, compute infrastructure, and time of execution
  • Benchmark and optimize computer vision algorithms and hardware accelerators for performance and quality KPIs
  • Optimize algorithms for optimal performance on 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:
  • MS or PhD in Computer Science, Electrical Engineering, or related field with strong background in deployment of complex deep learning architectures
  • 7+ years of relevant experience in at least a few areas: Machine learning (with focus on Deep Neural Networks), numerical analysis, performance analysis, model compression, and optimization & computer architecture
  • Strong data structures and algorithms knowledge with excellent C/C++ programming skills
  • Hands-on expertise with PyTorch, TensorRT, CuDNN
  • Hands-on expertise with GPU computing (CUDA, OpenCL, OpenACC) and HPC (MPI, OpenMP)
  • In-depth understanding of container technologies like Docker, Singularity, Shifter, Charliecloud
  • 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
About Our Solutions:

Our organization provides artificial intelligence based solutions for Life Sciences applications. Our solutions improve efficiency, diagnostic accuracy, and turnaround times in pathology, microbiology, and ophthalmology workflows across pharmaceutical and healthcare laboratories.

We leverage machine and deep learning techniques to develop diagnostic, prognostic, and predictive solutions. Our solutions provide cost benefits in the pharmaceutical domain by speeding up pre-clinical drug development timelines, and by enhancing the efficiency of environmental monitoring required in manufacturing.

In healthcare applications, our solutions improve treatment outcomes by aiding disease stratification and enabling management protocols tailored to individual patients. Our clients and partners include leading hospitals, pharmaceutical companies, CROs, and research labs around the world.

We offer flexible service models enabling swift deployments of custom solutions with minimal resource and time commitment from your side.

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