Deep Learning Engineer

Company Description

Cricut® makes smart cutting machines that work with an easy-to-use app, an ever-growing collection of materials, and crafting essentials to help you design and personalize almost anything — custom cards, unique apparel, everyday items, and so much more.

Overview

We believe everyone is born creative. We’re a diverse tapestry of thinkers, dreamers, givers, DIYers, handi-workers, artisans, and forever and always architects of things.

At Cricut, we place the power of handmade into the hands of all. We give you beautiful, easy-to-master tools so you can make something unique, remarkable, perfect. We surround you with ideas, community, inspiration, and encouragement to take your creativity further than you ever imagined. And as a community, we celebrate the exhilarating act of making every single day.

So, make that handcrafted card that feels like a hug. Design a shirt for fun, for family, or for a full-blown business. Craft with a passion or for a purpose. Make something big and bold, itsy-bitsy, amazingly ambitious, or just plain silly. Whatever you make, just make your heart out. Because here’s the remarkable truth: When we all make together, we make all things possible.

Let’s make.

Job Description

• Write robust Python software code in our machine learning training repository while applying best software practices to support machine learning scientists in tasks such as fetching training data, preprocessing it, and orchestrating the training runs.
• Integrate the training software into our continuous integration cluster to support metrics persistence across experiments, weekly/nightly neural network builds, and other unit / throughput tests.
• Profile performance of training software in our training cluster, identify bottlenecks in and between CPU/GPU code execution, and work on optimizing its throughput and scalability within and across nodes to ultimately reduce convergence time.
• Coordinate with the team and managing the business requirements and also working with external development teams

Qualifications

• Bachelor’s degree or higher in Applied Mathematics, Physics, Computer Science, Data science,  Statistics, Artificial Intelligence.
• 2+ years of Working experience as a Deep Learning Engineer or Data Scientist develop and executing computer vision deep learning model design and experimentation using Python or C++.
• Experience with Python, pandas, numpy, pytorch, scikit-learn, SQL.
• Experience with ML frameworks such as TensorFlow, MxNet, PyTorch.
• Deep knowledge of machine learning algorithms, including supervised, unsupervised, neural network, regression, and tree-based approaches
• Experience with OpenCV
• Familiarity with AWS tools such as SageMaker, EMR, Lambda, and Fargate a plus
• Ability to with product managers to define achievable tasks with ML models
• Ability to work in a fast-paced development environment
• Good team player with great communication skills
• Passionately motivated to take ideas from R&D phase to a product"

Additional Information

Please attach your resume including links to your portfolio where applicable. If you want to show your super powers in other ways – include that information too. You can be sure that Cricut® is an employer who values individuality, equality and diversity, so tell us what you’re all about. If you are a Maker or a DIY enthusiast, whether you think you are a good one or not, we would love to hear about it when you send us your information! 

At Cricut®, we celebrate inclusion and diversity. Cricut is an equal opportunity employer and makes employment decisions based on merit. Cricut prohibits discrimination based on race, color, religion, sex, sexual identity, gender identity, marital status, veteran status, nationality, citizenship, age, disability, medical condition, pregnancy, or any other unlawful consideration. All your information will be kept confidential according to EEO guidelines. Cricut participates in E-Verify.