Machine Learning Engineer

4 weeks ago


Hawthorne, California, United States Chaos Industries Full time
Role Overview

CHAOS Industries is seeking a highly skilled and motivated engineer to develop, implement, and maintain AI solutions related to vision, language, and other modalities. The ideal candidate will work closely with other engineers, data scientists, and product managers to design and build scalable and reliable AI-powered solutions that can process vast amounts of documents efficiently.

Responsibilities

Design and develop novel models that effectively combine information from vision and language models.
Research and explore the latest advancements in multimodal machine learning, LLMs, and related fields through continuous learning and professional development activities.
Preprocess and curate datasets to ensure they are suitable for training the proposed models.
Evaluate and analyze model performance on various tasks and datasets to identify areas of improvement.
Optimize hyperparameters and model configurations to achieve the best performance across different modalities.
Apply transfer learning techniques to enhance model generalization and reduce training time.
Collaborate with cross-functional teams and develop APIs to integrate our technology into existing systems.
Assist in the deployment of trained models to production environments and monitor their performance to ensure reliability and scalability.
Work with product managers to define requirements and develop solutions that meet business needs.
Maintain detailed documentation of model designs, implementation, experiments, and results for knowledge sharing and future reference.

Requirements

Master's and/or PhD degree in Computer Science, Machine Learning, or a related field with at least 2 years of professional experience in Machine Learning.
Solid understanding of machine learning fundamentals and experience with deep learning frameworks (e.g., PyTorch).
Extensive experience in training deep neural network models (such as training on multiple nodes/GPUs).
Strong programming skills in Python, C++, or similar languages and Linux scripting.
Ability to thrive and collaborate in ambiguous environments, working closely with team members to solve challenging technical problems.
Excellent communication skills and the ability to work in a team environment.

Why CHAOS Industries?

100% paid medical, dental, and vision benefits.
Additional benefits: life, FSA, HSA, 401k (with company match), and more.
Free lunch every day, 'No meeting Fridays', unlimited PTO (for exempt employees), and casual dress code.
Competitive base salaries, generous pre-IPO stock option grants, relocation assistance, and annual bonuses.

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