Predictive Analytics Scientist II

2 weeks ago

San Diego, California, United States FICO Full time
FICO (NYSE: FICO) is a premier global analytics software firm, empowering organizations across more than 100 nations to enhance their decision-making processes. Become a part of our exceptional team and unlock your career potential.

The Opportunity

You will play a crucial role within a team of experts collaborating closely with external clients to develop effective predictive models, assess and validate the behavior of production models, and ensure peak model performance. There will be opportunities to assist the internal technology team in model development and engage in sales activities related to model evaluations for various client settings.

What You'll Contribute
  • Developing and assessing predictive and decision models for deployment in production systems or for research purposes. This involves analyzing extensive historical data, determining modeling suitability, conducting data cleansing and filtering, identifying patterns, creating variables, selecting sampling criteria, generating performance definitions, and experimenting with various algorithms and models to analyze performance for optimal algorithm selection.
  • Supporting model implementations by conducting production data validations and analyzing score distributions of models in production.
  • Utilizing data mining methodologies for comprehensive analysis of model behavior and providing support for client meetings, model construction, and pre-sales activities.
  • Managing projects within time and resource constraints, collaborating with other teams at FICO (software, IT, product management, and product support) to deliver high-quality support that facilitates the integration and deployment of analytics software and solutions.
  • Potentially participating in post-implementation support.
What We're Seeking
  • Master's degree in statistics, engineering, mathematics, computer science, physics, or operations research (PhD preferred).
  • Relevant industry experience in predictive modeling and data mining, or a PhD with no related experience.
  • Proficiency in programming languages such as Perl/Python, C, C++, or Java, along with familiarity with fundamental software design principles and coding standards.
  • Experience in analyzing large datasets and applying data-cleaning techniques, as well as performing statistical analyses to understand dataset structures.
  • Preferred knowledge of concepts such as Bayesian networks, PCA, independent component analysis, linear and logistic regressions, inference, estimation, experimental design, neural networks, and SVM.
Our Offer to You
  • An inclusive culture that strongly reflects our core values: Act Like an Owner, Delight Our Customers, and Earn the Respect of Others.
  • The chance to make a significant impact and grow professionally by leveraging your unique strengths and engaging in valuable learning experiences.
  • Highly competitive compensation, benefits, and rewards programs that encourage you to excel and be recognized for your contributions.
  • An engaging, people-first work environment that promotes work/life balance, employee resource groups, and social events to foster interaction and camaraderie.
  • The targeted base pay range for this role is: $102,000 to $160,000, reflecting variations in candidate knowledge, skills, and experience.
Why Make a Move to FICO?

At FICO, you can advance your career with a leading organization in one of the fastest-growing sectors in technology today - Big Data analytics. You'll contribute to our mission of helping businesses leverage data to enhance every decision they make, utilizing advancements in artificial intelligence, machine learning, optimization, and more.

FICO significantly influences how businesses operate globally:

• Credit Scoring - Over 90% of US credit decisions utilize the FICO Score.

• Fraud Detection and Security - 4 billion payment cards worldwide are safeguarded by FICO fraud systems.

• Lending - Three-quarters of US mortgages are approved using the FICO Score.

Global trends towards digital transformation have generated immense demand for FICO's solutions, positioning us among the world's top 100 software companies by revenue. We assist many of the largest banks, insurers, retailers, telecommunications providers, and other firms in achieving new levels of success. Our success relies on exceptionally talented individuals - like you - who thrive in a collaborative and innovative environment nurtured by diversity and inclusion. We will provide the support you need while ensuring you have the freedom to develop your skills and advance your career. Join FICO and help transform the way businesses think.

FICO promotes a culture of inclusion and aims to attract a diverse range of candidates for each job opportunity. We are an equal employment opportunity employer and are proud to offer employment and advancement opportunities to all candidates without regard to race, color, ancestry, religion, sex, national origin, pregnancy, sexual orientation, age, citizenship, marital status, disability, gender identity, or Veteran status. Research indicates that women and candidates from underrepresented communities may hesitate to apply for a position if they do not meet all stated qualifications. While our qualifications are closely related to role success, each candidate's profile is unique, and strengths in certain skill and/or experience areas can be equally effective. If you believe you possess many, but not necessarily all, of the stated qualifications, we encourage you to apply.

Information submitted with your application is subject to the FICO Privacy policy.

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