Senior Software Engineer

Mid / Senior

|

Remote

Meytier Premier Employer

Working there

About This Workplace

Meytier Partner

Responsibilities:

  • Designing, developing, and deploying deep learning systems
  • Analyzing deep learning architectures and defining architecture strategy
  • Deploying models to production
  • Managing available resources such as hardware & data
  • Exploring and visualizing data
  • Running ML/DL tests and experiments
  • Defining validation strategies
  • Defining relevant metrics
  • Defining data augmentation pipelines
  • Defining preprocessing strategies
  • Implementing appropriate DL algorithms
  • Training models and tuning their hyperparameters
  • Analyzing the errors of the model
  • Debugging neural networks
  • Studying and reproducing DL prototypes/research papers
  • Keeping abreast of developments in the field
Requirements:
  • Working knowledge of Deep Learning Architectures/Convolutional Neural Networks
  • Working knowledge of Supervised Learning, Adversarial Learning
  • Working knowledge of Image Processing and Computer Vision algorithms
  • Excellent Python Coding Skills
  • Familiarity with deep learning frameworks (like Tensorflow or PyTorch)
  • Familiarity with GPU/CUDA programming
  • Deep knowledge of math, probability, statistics and algorithms
  • Understanding of data structures, data modeling, and software architecture
  • Excellent communication skills
  • Ability to work in a team
  • Outstanding analytical and problem-solving skills
Desired Experience: 2-4 years

Desired Education: Preferred bachelor’s degree in Engineering or Mathematics


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