CNN Data Engineer

Milpitas, CA
Engineering – Engineering
SafeAI is a Silicon Valley based technology company powered by a founding talent team with experience across Apple, Ford, and Caterpillar. The company’s focus is on autonomous vehicle technology, designed and built specifically for heavy equipment used in the mining and construction industries. At SafeAI we believe that applying advances in autonomy and artificial intelligence to mining and construction can do a lot to not only make work sites safer, but also increase efficiencies and boost productivity.  

We are searching for a Data Engineer with a specialization in Image Data for CNN pipelines. As a Data Engineer, you will be uniquely positioned in our team to work on large-scale autonomous problems and push forward the frontiers of AI technologies. You will be involved in all stages of algorithm development from inception and initial implementation to evaluation and all the way to a deployable in heavy robotics products. You will work with a great team of engineers with expertise spanning reinforcement learning, autonomous vehicles, deep learning, computer vision, robotics.

Minimum Qualifications:
-       BS in CS/EE/ML or closely related field with computer vision focus, preferred MS in CS/EE/ML
-       Minimum 2 years of experience in industrial data engineering
-       Prototype-to-production development of ML models 
-       Classic Machine Learning and Data Science knowledge (SVM, Random Forest, Naive Bayes, KNN etc.)
-       Good understanding of bias/variance trade-off, regularization, dimension reduction
-       AWS/ GC experience with large volume data pipelines
-       Expert knowledge and hands-on experience in scripting large data projects 
-       Proficient in programming languages such as C, C++, and Python
-       Strong foundation in data structures and optimization algorithms
Preferred Qualifications:
-      Experience in shipping image processing products with large data pipelines
-      Experience with ETL tools and image pre-processing tools (OpenCV, PCL)
-      Experience developing Computer Vision/CNN systems
-      Experience optimizing data pipelines for image processing 
-      Train machine learning and deep learning models on a computing cluster to perform visual recognition tasks
-       Image annotation tools  
-       Docket instances, Jenkins 
-       Amazon sagemaker, Amazon Redshift, EC2 
What we offer:

- Competitive Compensation Package, Including Stock Options
- Medical, Dental and Vision Benefits for Employee and Dependents
- 401(k) Plan
- Flexible Spending Accounts (FSA)
- Health Savings Accounts (HSA)
- Commuter Benefits Program
- Employer-Paid Life, Personal Accident and Disability Insurance
- Voluntary Life and Personal Accident Insurance
- Employee Assistance Program
- Adoption Assistance Program
- Flexible Vacation Policy
- Fitness Center on Site
- Learning and Development Programs
- Community Snacks and Beverages
- Company-Sponsored Events

We are an Equal Opportunity Employer M/F/D/V/SO and a great place to work.

Thank you for considering this opportunity at SafeAI. If this role sounds exciting, we would like to hear from you!