Sr. Staff Machine Learning Engineer
2 months ago
Sr. Staff Machine Learning Engineer
Machine Learning, Engineering
Sunnyvale, California | San Francisco, California | Seattle, Washington | New York, New York
About the Role
This critical role is responsible for leading the technical vision and hands-on implementation of an adversarial machine learning problem. Due to the evolving and dynamic nature of the problem space, you’ll need to keep up-to-date with the state of the art techniques and, as a mentor, foster the development of the team to enhance their skill set.
This role involves significant stakeholder communication to the highest levels of leadership, requiring the translation of technical details into understandable terms for all involved. You’ll be guiding the day-to-day activities of the team as well as the longer term charter.
This role is high-impact, fast-moving and requires an individual who can be successful in a highly adaptable environment. It's an adversarial problem that will keep you interested, challenging your skills to be able to detect bad actors as they evolve and to do it in near real-time at high-scale.
What the Candidate Will Do:
Lead small engineering group to protect Uber's marketplace data
Set technical vision and socialize it across the company
React quickly to the ever changing threat landscape
Basic Qualifications:
Knowledge of different compilation steps (and ability to fix) in languages such as Go, C, C++, or Java.
Excellent communication skills and the ability to collaborate effectively with cross-functional teams
Ability to mentor and grow a group of other Software Engineers
Ability to lead projects with several cross-org dependencies and design complexities
Large-scale training using data structures and algorithms
Modern machine learning algorithms (e.g., tree-based techniques, supervised, deep, or probabilistic learning)
Preferred Qualifications:
PhD or equivalent in Computer Science, Engineering, Mathematics or related field
8+ years of experience in professional software development experience, developing and deploying systems in production environments
Machine Learning Software such as Tensorflow/Pytorch, Caffe, Scikit-Learn, or Spark MLLib
Excellent communication skills and the ability to collaborate effectively with cross-functional teams
Ability to mentor and grow a group of other Software Engineers
Anomaly Detection Techniques
Deep Learning
Scalable ML architecture
Feature management
Causal ML
Reinforcement learning
For New York, NY-based roles: The base salary range for this role is USD$252,000 per year - USD$280,000 per year.
For San Francisco, CA-based roles: The base salary range for this role is USD$252,000 per year - USD$280,000 per year.
For Seattle, WA-based roles: The base salary range for this role is USD$252,000 per year - USD$280,000 per year.
For Sunnyvale, CA-based roles: The base salary range for this role is USD$252,000 per year - USD$280,000 per year.
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