Overview
Skills
Job Details
Project Overview:
Time series forecasting project. This project involves developing and training deep
learning modules, with a focus on optimizing multi-GPU usage to reduce costs. You
will collaborate with 6-8 stakeholders and work alongside a team with a strong
background in statistical machine learning. The manager, who has expertise in
computer vision, is seeking a candidate with deep learning training experience.
Employment Details:
Location: Remote (Contract) / Bentonville, AR (Full-time)
Contract Length: 3-7 months contract to hire, or full time right away
Key Responsibilities:
Develop and implement machine learning models for time series forecasting,
including curve fitting and regression modules
Train deep learning modules, particularly transformers, from scratch
Manage the full pipeline, including order transformation, validation, and
module drift
Present and explain module usage to approximately 30 internal users
Adapt quickly to complex topics and new technologies
Required Skills and Experience:
Proficiency in PyTorch, TensorFlow, or JAX
Experience with cloud platforms such as Google Cloud Platform, AWS, or Azure
Strong understanding of deep learning training techniques
Solid SQL skills
Excellent communication abilities
Preferred Qualifications:
Experience with multi-GPU optimization
Background in time series forecasting (not mandatory)
Ability to learn rapidly and tackle complex problems