^AI Frameworks Engineer - 5885903

Qualifications

• Minimum 10+ years of work experience
• Minimum 10+ years' experience with C, Transformer, Machine Translation, Python, Stochastic Gradient Descent, Neural Networks, DPC++, FPGA Fundamentals
• HS Diploma / GED
• Bachelor's or Associate's Degree

Benefits

• Competitive rewards
• Access to benefits programs
• World-class learning resources

Responsibilities

• Conducts design and development to build and optimize AI software
• Designs, develops, and optimizes for AI frameworks (e.g., OpenVINO) and contributes to external frameworks (e.g., TensorFlow, PyTorch)
• Implements various distributed algorithms such as model/data parallel frameworks, parameter servers, dataflow based asynchronous data communication in machine learning, and/or deep learning frameworks
• Transforms computational graph representation of neural network model, and develops machine learning and/or deep learning primitives in mathematical libraries
• Profiles distributed deep learning models to identify performance bottlenecks and proposes solutions across individual component teams
• Optimizes code for various computing hardware backends, and interacts with machine learning and/or deep learning researchers, utilizing experience with machine learning and/or deep learning frameworks

Full Description

About the position

Responsibilities

• Conducts design and development to build and optimize AI software.

• Designs, develops, and optimizes for AI frameworks (e.g., OpenVINO) and contributes to external frameworks (e.g., TensorFlow, PyTorch).

• Implements various distributed algorithms such as model/data parallel frameworks, parameter servers, dataflow based asynchronous data communication in machine learning, and/or deep learning frameworks.

• Transforms computational graph representation of neural network model, and develops machine learning and/or deep learning primitives in mathematical libraries.

• Profiles distributed deep learning models to identify performance bottlenecks and proposes solutions across individual component teams.

• Optimizes code for various computing hardware backends, and interacts with machine learning and/or deep learning researchers, utilizing experience with machine learning and/or deep learning frameworks.

Requirements

• Minimum 10+ years of work experience

• Minimum 10+ years' experience with C, Transformer, Machine Translation, Python, Stochastic Gradient Descent, Neural Networks, DPC++, FPGA Fundamentals

• HS Diploma / GED

Nice-to-haves

• Bachelor's or Associate's Degree

Benefits

• Competitive rewards

• Access to benefits programs

• World-class learning resources