Principal Deep Learning Software Engineer

Company: Harnham
Location: Irvine
Posted on: February 19, 2021

Job Description:

PRINCIPAL DEEP LEARNING SOFTWARE ENGINEER - HARDWARE, GPU$200-250K + BONUS, BENEFITS Oregon, California, or Arizona Starting out remote until offices open

• Must have 8+ yrs industry experience
• Must have worked on GPU's and cloud environment
• Must have led their own projects
  THE ROLE:As a Deep Learning Engineer, you will join an organization that invests heavily in technology and is a leader in the market. You will be responsible for building algorithms that optimize models, scaling and training the models, and interfacing with a range of customers and internal stakeholders to revolutionize technology.
  RESPONSIBILITIES:
  • Work closely with non-technical stakeholders to drive data-driven transformation internally
  • Develop Deep Learning models & frameworks to address core business problems and create actionable insights
  • Maintain and develop code-bases, ensuring that pipelines, models and code are deployable
  • Solve business problems across personalization, recommendation, & NLP
    YOUR SKILLS AND EXPERIENCE:As a Deep Learning Engineer you will have the following skills:
    • Demonstrated experience in tuning AI training workloads on heterogeneous (CPU-GPU) cluster environment/cloud looking into scalability, performance aspects.
    • Knowledge of any of the following optimization techniques - quantization, neural net compression (pruning, factorization, knowledge distillation), and/or neural architecture search (NAS)
    • Knowledge of Deep Learning workflows/development, specifically NLP, recommendations, image classification (convolutional neural networks or CNN's)
    • Python is a must
    • Knowledge of underlying hardware architecture (CPU, GPU etc)
      THE BENEFITS:
      • Competitive base salary with equity, bonus, full benefits
      • Flexible to work remotely full time HOW TO APPLY:Please register your interest by sending your CV to Hillary Tran via the Apply link on this page.

Keywords: Harnham, Irvine , Principal Deep Learning Software Engineer, IT / Software / Systems , Irvine, California