Analytic Science Lead Scientist

Isaac-posted about 2 months ago
Full-time • Mid Level
San Diego, CA
101-250 employees
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FICO (NYSE: FICO) is a leading global analytics software company, helping businesses in 100+ countries make better decisions. Join our world-class team today and fulfill your career potential! The Opportunity "The need for analytics is everywhere! B e a part of a team that solves problems with analytics by staying at the forefront of Artificial Intelligence (AI) and Machine Learning (ML). Want to build something meaningful and have fun while doing it? We do too and have been using cutting edge technology to help build industry leading solution s . If you are a problem solver and like the idea of solving tough problems with data and analytics in real world situations, you will thrive here at FICO! You will have the opportunity to work side by side with some of the brightest analytical and engineering minds in the industry who share a passion for innovation." - Director , Analytic Science

  • Work with large amounts of real-world data and e nsure data quality throughout all stages of acquisition and processing, including data collection, normalization and transformation .
  • Research and select appropriate statistical methods and computational algorithms.
  • Build and/or oversee teams building high-end analytic models for relevant problems using statistical modeling techniques.
  • Manage these projects under time constraints, working with other teams within FICO to provide high quality support to enable integration and deployment of analytics software and solutions.
  • Assist with model go-lives by performing production data validations and analysis of models in production.
  • Assist with client meetings to investigate and resolve problems.
  • Apply data mining methodology in thorough analys e s of model behaviors and provide support for customer meetings, model construction and pre-sales.
  • May also participate in post-implementation support.
  • MS or PhD degree in computer science, engineering, physics, statistics, mathematics, operations research or natural science fields with significant years of hands-on related experience in predictive modeling and data mining.
  • Experience analyzing large data sets and applying data-cleaning techniques along with performing statistical analyses leading to the understanding of the structure of data sets.
  • Proven ability to lead cross functional teams on medium to large scale projects and handling client interactions requiring strong communication skills.
  • Strong scripting experience using Perl, Bash, or similar.
  • Experience working with two of the following: Java, Python, C++ or C .
  • Proven and demonstrable experience with at least three of the following: neural networks, logistic regression, non-linear regression, random forests, decision trees, support vector machines , linear/non-linear optimization.
  • An inclusive culture strongly reflecting our core values: Act Like an Owner, Delight Our Customers and Earn the Respect of Others.
  • The opportunity to make an impact and develop professionally by leveraging your unique strengths and participating in valuable learning experiences.
  • Highly competitive compensation, benefits and rewards programs that encourage you to bring your best every day and be recognized for doing so.
  • An engaging, people-first work environment offering work/life balance, employee resource groups, and social events to promote interaction and camaraderie.
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