Machine Learning Data Engineer
Our Video Collaboration products help companies stay connected and can be found in the conference rooms of some of the biggest businesses in the world. We are a small, nimble fast growing group and our team is expanding. We create amazing experiences in the conference room using creative design, cutting edge science, and innovation. We love what we do because we are passionate about connecting people and we use the products we create every day to stay connected to our team. Want to be part of this team of collaboration innovators? We are looking for a talented Data Engineer. You will be part of a talented team of developers and ML researchers focused on making video collaboration an amazing experience and the software you create will be used by thousands of people every day.
Be Yourself. Be Open. Stay Hungry and Humble. Collaborate. Challenge. Decide and just Do. These are the behaviors you’ll need for success at Logitech. In this role you will:
Curate annotated images that can be used to train Computer Vision/Machine Learning (CV/ML) algorithms/models.
Augment images to simulate various real-life conditions
Help instill best practices when it comes to data version control
Ensure quality of annotations by working closely with our deep learning engineers to understand what annotations are required for machine learning
Validate the annotations coming from the annotation team
Providing leadership and oversight to annotation team, driving annotation tasks to completion
Study our data distributions, generating reports to help our deep learning engineers understand the distribution in context to Ethical AI
For consideration, you must bring the following minimum skills and behaviors to our team:
3+ years as a Data engineer with real-world experience in studying data distributions, finding patterns in existing datasets and correlating those patterns to performance of ML algorithms
Strong background in deep learning fields such as computer vision, natural language processing, or automatic speech recognition
Experience with popular deep learning frameworks (Tensorflow, Caffe, or Pytorch)
Proficiency in coding with Python, Lua, R, Matlab or a related language
Experience with NoSQL database systems such as MongoDB or DynamoDB
Experience in using Source Control / Project Tracking systems(Github, Jira).
• M.S. or Ph.D. (preferred) in data science or a related field
Logitech is the sweet spot for people who are passionate about products, making a mark, and having fun doing it. As a company, we’re small and flexible enough for every person to take initiative and make things happen. But we’re big enough in our portfolio, and reach for those actions to have a global impact. That’s a pretty sweet spot to be in and we’re always striving to keep it that way.
“All qualified applicants will receive consideration for employment without regard to race, sex, age, color, religion, sexual orientation, gender identity, national origin, protected veteran status, or on the basis of disability.”
If you require an accommodation to complete any part of the application process, or are limited in the ability or unable to access or use this online application process and need an alternative method for applying, you may contact us at 510-713- 4866 for assistance.