Machine Learning, Software Engineer TubeMogul
THIS JOB HAS EXPIRED Machine Learning, Software Engineer Emeryville, CA
We are growing our Machine Learning Group and Platform Team in order to solve significant problems in On-Line Video Advertising including developing accurate audience models to target the exact segments demanded by our clients and myriad other endeavors in data mining and machine learning. We?re looking for highly-motivated individuals with the right skills to help us in developing algorithms that will have a direct influence on the success of the company.
Join us as we pursue the goal of facilitating the merger of television and on-line media into a consistent experience accessible across any connected device including desktop, tablets, mobile devices and more.
Work closely with a growing team of data scientists and software engineers on one of many on-going projects which include : designing and maintaining a robust and fault tolerant real-time bidding system
Work within machine learning team to implement optimizations to increase campaign effectiveness
Monitor and plan out core infrastructure enhancements
Assist in conducting proof-of-concept studies for early stage research
Demonstrate successful studies at scale
Deploy validated algorithms to our real-time environment in the Cloud
Develop techniques for monitoring and visualizing the performance of all deployed algorithms
Project work includes constructing predictive models from 100 TB+ datasets, digesting unstructured data for clustering and data-mining and many other aspects of Big Data processing
Extensive Java experience.
Creative problem-solving is a must
A Bachelors or Master?s degree in Computer Science, Engineering, Math or related fields, ideally with some significant coursework in Machine Learning or Data-Mining
Experience in Python.
Comfortable in Linux environment
Familiarity with SQL (MySQL, Hive)
Experience with very large sets of data is a plus.
Working knowledge of any (or all) of the following machine learning paradigms: Decision Trees, Support Vector Machines, Neural Networks, Ensemble Methods, Bayesian approaches.
Prior relevant experience in real-world machine learning in Computational Advertising or a related arena a major plus
TubeMogul is an enterprise software company for digital branding. By reducing complexity, improving transparency and leveraging real-time data, our platform enables advertisers to gain greater control of their digital video advertising spend and to achieve their brand advertising objectives. TubeMogul was incorporated in 2007 and is based in Emeryville, California with operations in Detroit, Chicago, Los Angeles, New York, London, Singapore, Sydney, Tokyo and Toronto.
To learn more about TubeMogul and what we're building, check out our Vimeo page: http://vimeo.com/tubemogul
Compensation / Perks:
You will be rewarded for your hard work! You'll appreciate a competitive compensation package including excellent benefits and equity. You'll love a challenging work environment; A-player colleagues, momentum, strong leadership and clear objectives and the ability to make a difference. Other benefits include: medical, dental, vision, 401k, bonus program, flat screen monitors, weekly happy hours, in-office game room (read: Foosball tourneys), Zen room complete with massage chair, food, Yoga and lots more!
Please use the link provided to apply. We look forward to reviewing your resume! This opportunity is for people interested in full-time work only. For more career opportunities, please check out tubemogul.com/jobs.
No contractors, consultancies will be considered. TubeMogul does not pay fees for unsolicited resumes.
||6121 Hollis Street, Suite 4B |
Emeryville, CA 94608
THIS JOB HAS EXPIRED