KDnuggets : News : 2008 : n12 : item20 < PREVIOUS | NEXT >

Jobs

From: George John
Date: 23 Jun 2008
Subject: Redwood Shores, CA: Senior Rocket Scientist - Data Mining at Rocket Fuel Inc.

Rocket Fuel Inc's quantitative ad network will be driven by high-performance algorithms and reliable, fault-tolerant, scalable systems. We are hiring senior scientific engineers who can implement scalable machine learning algorithms on terabytes of data and billions of rows to discover correlations and patterns that become a part of our ad server. This is a hands-on role perfect for someone who is truly both a scientist and an engineer.

Job Functions:

  • Select data mining/machine learning/advanced statistical algorithms to pursue
  • Analyze tradeoffs in computation versus performance (meaning both lift and SLA)
  • Implement selected algorithms in production, using streaming & grid computing infrastruture
  • Implement in a metadata-driven, configurable, automatable fashion so you can take vacations :)
  • Create & maintain back-testing and online testing and monitoring frameworks
  • Hire more data miners to help you!
Requirements:

  • Ph.D. in computer science (with emphasis in data mining/ machine learning/ artificial intelligence/ mathematics / stastics) OR
  • 6+ years industry experience analyzing large amounts of sparse data
  • Structured thinker, effective communicator
  • Excellent programming skills & experience with Java / C / C++ on Linux
  • Superior understanding of algorithms, data structures, performance optimization techniques
Highly Desirable:

  • Broad and current knowledge in machine learning / statistics (beyond logistic regression :)
  • Street smarts on modeling consumer response to online advertising or direct marketing
  • Experience in online recommendation systems
  • Experience with map-reduce frameworks such as Hadoop
  • Experience with cloud computing such as Amazon's EC2
About the company:

Rocket Fuel ignited in May 2008 with a significant series A financing led by a top-tier venture capital firm. Our founding team members have been through three IPO's and helped create companies worth billions of dollars. We're now working together to disrupt online advertising, an industry with global revenues of $80 Billion in three years. Our CEO was a machine learning researcher once upon a time, so this is a company where you'll never get frustrated at management's inability to see the value in advanced technology.

We're currently 6 people, so this is a unique opportunity to shape our future and share in our success in a significant way. Respond soon and you'll be able to say you met us when we were in our first office. :)

We look forward to hearing from you!

Principals only.

Contact:
If interested, you are welcome to contact:

George H. John (PhD)
CEO, Rocket Fuel Inc.
careers@rocketfuelinc.com

and we'd appreciate it if you could also submit your resume at

www.rocketfuelinc.com/jobs.html

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KDnuggets : News : 2008 : n12 : item20 < PREVIOUS | NEXT >

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