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Senior Data Scientist

Ref: 78586

  • 80,100-100,000
  • 30 Jan 2023
  • Dublin (Central)
  • Permanent

Sal: €80k-€100k and bens including bonus and share scheme

Working: Remote-first (must be based in Ireland)

My client is a funded deep learning startup with very unique products. They are now expanding their temas over 2023 into areas such as Data Science, Cloud Infrastructure and Product Management. They have offices in Dublin city but they are a remote-first company and offer great compensation, benefits and career trajectories.
 

Core Responsibilities:

  • Understanding the use cases and creating modules for the solution
  • Research and review academic papers related to the use cases
  • Replicate and develop recent advances in the field of Deep Learning to improve the solutions
  • Develop solutions for structured and unstructured problems provided
  • Develop end-to-end machine learning based computer vision solutions
  • Develop an end-end workflow for integrating various aspects of a ML based solution architecture in a full design cycle that includes data definition/preparation/augmentation, model selection, robustness checks and model compression for deployment.
  • Collaborate with product managers in defining data needs, validation of solutions against real-world application benchmarks, robustness checks and quality.
  • Publish internally and engage in internal knowledge transfer through guiding, mentoring, and seminars
  • Developing and/or Maintaining research portfolio of the company

Requirements:

  • 2+ years’ experience working in the domain of Deep Learning
  • Experience of Deep Learning frameworks like TensorFlow, Pytorch, Keras
  • Experience working in Deep Learning techniques like CNNs, RNNs, LSTMs, GANs,), model tuning, and validation of developed algorithms
  • Understanding of deployment
  • Experience of working on cloud platflorms like AWS, Azure and/or GCP
  • Proficiency in Python
  • Experience with deployment and optimization – NVIDIA TensorRT/Triton (Good to have)
Contact
For a confidential and discreet conversation to understand more about this Technology job, please contact John Howe on +353 1 592 7868 or email