AI-ML Architect

3 days ago

Alwar, Rajasthan, India beBeeMachineLearning Full time ₹ 1,50,00,000 - ₹ 2,00,00,000

Role Overview

We seek an expert in AI-ML Architect to spearhead the development of ground-breaking GPU computers that run demanding deep learning, high-performance computing, and computationally intensive workloads.

Key Responsibilities:
  • To provide leadership in designing and implementing innovative solutions for accelerating our deep learning models.
  • To identify architectural changes and/or completely new approaches for improving the efficiency of our AI algorithms.
  • To collaborate with various teams to drive an end-to-end workflow from data curation and training to performance optimization and deployment.
  • To assign tasks to the team and monitor progress.
Requirements:
  • Masters or PhD in Computer Science, Electrical Engineering, or 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.
  • Strong Data structures and Algorithms know-how with Excellent C/C++ programming skills.
  • Hands-on expertise with PyTorch, TensorRT, CuDNN.
  • Hand-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 Us:

We are a leading provider of 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 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.

We have a flexible service model that enables the swift deployment of custom solutions with minimal resource and time commitment from your side.

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