Principal Deep Learning Software Engineer

Company: Harnham
Location: Irvine
Posted on: February 18, 2021

Job Description:

PRINCIPAL DEEP LEARNING SOFTWARE ENGINEER - GPU, CLOUD$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 projectsTHE 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, & NLPYOUR 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* DL frameworks like PyTorch, TensorFlow* Experience with Deep Learning frameworks within the industry* Knowledge of underlying hardware architecture (CPU, GPU etc)THE BENEFITS:* Competitive base salary with equity, bonus, full benefits* Flexible to work remotely full timeHOW 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