Machine Learning Engineer; Jeremy

Position: Machine Learning Engineer (Jeremy)
Overview

JOB TITLE:

Machine Learning Engineer

LOCATION:

Onsite in Fremont, CA
DURATION: 6 months contract to hire
RATE RANGE:
Market Rate

Position Summary

Serve as a member of the factory software machine learning and computer vision team. Design, develop and implement critical machine learning models that operate on our factory and warehouse environments.

Responsibilities

• Take ambiguous problem statements and build end-to-end models using a variety of techniques and tools like supervised learning, convolutional neural networks, Pytorch, Pandas, etc.

• Work closely with partners in production, process, controls, quality, etc. to build solutions for the hardest problems faced in our operations.

• Take ownership of models in production and ensure there is proper alerting systems in place to rapidly deal with any issues that occur.

• Must be able to clean and deal with diverse and heterogeneous data sets that combine many modalities like images, multi-spectral sensor outputs, voice, text, and tabular data.

Qualifications

• In-depth knowledge of Python for high-performance data-intensive applications.

• Familiarity with at least one modern deep learning framework (Pytorch, Jax, Tensorflow, etc.)

• Expertise in one or more areas like computer vision, large language models, recommender systems, or operations research.

• Foundational knowledge of statistics for comparing models and assessing solution feasibility and performance.

• Real-world experience deploying and maintaining production machine learning use-cases.

• Passion for clean code and sustainable modular code for taking research ideas into production.

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