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Showing posts with label machine learning. Show all posts
Showing posts with label machine learning. Show all posts

Friday, November 02, 2007

Analytics Engineer, Operations Algorithms and Analytics - Netflix (Sunnyvale, CA)

Position: Analytics Engineer, Operations Algorithms and Analytics - 1787
Location: Sunnyvale, CA

The Company:

Netflix, Inc. (Nasdaq: NFLX) is the world's largest online movie rental service, providing more than six million subscribers access to more than 85,000 DVD titles. The company offers a variety of subscription plans, starting at $4.99 a month. There are no due dates, no late fees and no shipping fees. DVDs are delivered for free by the USPS from regional shipping centers located throughout the United States. Netflix can reach more than 90 percent of its subscribers with generally one business-day delivery. Netflix offers personalized movie recommendations to its members and has more than one billion movie ratings. Netflix also allows members to share and recommend movies to one another through its Friends® feature. For more information, visit www.netflix.com.

The Role:

Operations Algorithms and Analytics team is responsible for developing and supporting key algorithms that lead to the efficient delivery of millions of DVDs each week from multiple shipping centers. The analytics engineer will be working as a key member of this small, highly-visible group focused on maximizing service levels to our customers at minimal cost.

This multi-faceted role is part backend systems development, part scientific computing. This position will challenge you not only to handle large data sets with ease, but also to develop sophisticated statistically-based predictive systems built around this data.

The specific individual responsibilities will include working with the Director of Algorithms and Analytics in identifying key areas throughout Operations that invite sophisticated and creative uses of analytical methods.

The developer will be expected to be self-guided and to be genuinely curious about what makes things tick. There are a lot of unanswered questions here and the developer is expected not only to find them -- we expect you to answer them, to communicate them, and ultimately lead efforts to address them. We are after a real renaissance person here.

Experience & Competencies:

Required:

  • Excellent verbal and written communications.
  • 7 or more years in a technical role with emphasis placed on software development and handling of large data sets.
  • Experience designing and developing software using Java, SQL and PL/SQL.
  • 5 or more years developing software using an Oracle 8i / 9i / 10g database(s).
  • Solid knowledge of software development processes.
  • Ability to document complex technical concepts.

Nice To Have:
  • Academic or professional experience in statistics, mathematics, computer science, operations research or related engineering fields.
  • Experience using statistical/mathematical software tools such as SAS, R, Matlab, etc.
  • Project management experience.
  • Prior experience with fast moving E-Commerce companies.

Characteristics of Success at Netflix:
  • Strong customer orientation, both internally and externally.
  • Strategic thinking both technically and business wise.
  • Creative and solutions oriented thinking.
  • Ability to execute successfully on business strategy.
  • Hands-on work style.
  • Self motivated / self starter.
  • Personal drive to achieve world class software development.
  • Desire to work in a fast paced, evolving, growing, dynamic environment.
  • Ability to work in a team environment without letting your ego gets in the way.
  • Love of technical challenges and the sense of pride it brings to solve them.
  • High level of integrity and ethics.

Submit your resume

URL: www.datashaping.com/jobs16431x.shtml
Please mention datashaping.com when applying. Thank you.

Monday, October 15, 2007

Lead Scientist - Fair Isaac (San Diego, CA)

Working for FAIR ISAAC will be the best DECISION you’ll ever make.

Fair Isaac’s powerful and intelligent software helps companies make better decisions every day.

Discover the benefits of working for Fair Isaac:

  • New direction, growth and advancement opportunities
  • Excellent compensation and benefits package (featuring: one week of vacation accrual upon hire, most benefit plan eligibility begins on 1st day of employment, flexible work schedules, 401k with company match, excellent tuition reimbursement plan)
  • Dynamic and energetic environment
  • Global company
  • Innovative and diverse products and technology touching many different industries
  • Commitment to teamwork, offering challenges and the opportunity to innovate

Consider joining other talented individuals where your contributions make an impact in the role of Analytic Science - Lead Scientist located in our San Diego, California office.

The Analytic Science - Lead Scientist will be responsible for designing and developing state-of-the-art, data-driven exploratory analysis and machine learning algorithms. End results include publications, software, and demonstrations. The Lead Scientist works as part of a team to process data, code algorithms, conduct experiments and analyze and report results.

For consideration, candidates will have a Master’s degree in applied mathematics, statistics, operations research, engineering, computer science or related technical discipline plus two years professional experience. Software: The ability to use object oriented languages such as C, Java and Perl to manipulate data develop and test algorithms is also required.

A PhD with two years professional experience in applied mathematics or related field is preferred.

People are our most important asset and what makes us successful. With you, we can make a difference in the markets we serve. Apply today on-line to requisition number 2817 at www.fairisaac.com.

FI is an Equal Opportunity Employer

URL: www.datashaping.com/jobs16351x.shtml
Please mention datashaping.com when applying. Thank you.

Saturday, September 01, 2007

Software Development Engineer, Search Analytics (Palo Alto, CA)

A9.com is looking for experienced developers to join our team in improving the quality and relevance of search. You will work on technology that powers search on Amazon.com and other sites for millions of customers every day. You will design and implement scalable systems that process, summarize, and provide a web interface to large volumes of user behavior data.
Besides possessing rock-solid software engineering skills and a passion for excellence, you will need to be a strong communicator and have a proven track record of delivering high-quality products. You will need skills in the following areas:
  • expertise in designing and developing systems using object-oriented programming and relational databases
  • two to five years of implementation experience with at least three of the following: Java, Perl, SQL, PHP, Linux
  • algorithm design and analysis
  • engineering process, design and testing methodologies

You must have an advanced degree in computer science or equivalent industry experience. Domain expertise in the following areas are pluses:
  • information retrieval
  • data mining and machine learning
  • exposure to map/reduce paradigm and Hadoop
  • systems for clickstream and log files analysis

Apply Online


URL: www.datashaping.com/jobs16111x.shtml
Please mention datashaping.com when applying. Thank you.

Senior Software Engineer, Search Analytics (Palo Alto, CA)

A9.com is looking for experienced developers to join our team in improving the quality and relevance of search. You will work on technology that powers search on Amazon.com and other sites for millions of customers every day. You will design and implement scalable systems that process, summarize, and provide a web interface to large volumes of user behavior data.
Besides possessing rock-solid software engineering skills and a passion for excellence, you will need to be a strong communicator and have a proven track record of delivering high-quality products. You will need skills in the following areas:
  • machine learning using statistical techniques
  • data mining and knowledge discovery in databases
  • algorithm design and analysis
  • engineering process, design and testing methodologies

You must have an advanced degree in computer science or equivalent industry experience. Domain expertise in the following areas are pluses:
  • information retrieval
  • OLAP and business intelligence
  • large-scale customer behavior analysis
  • artificial intelligence

Apply Online

URL: www.datashaping.com/jobs16112x.shtml
Please mention datashaping.com when applying. Thank you.