Two data scientist positions in Experian DataLabs at San Diego

The person filling this position will be part of Experian North America R&D Data Lab concentrating on new data asset evaluation and acquisition as well as new product prototyping. This position requires extensive background and knowledge in machine learning and data mining. Previous experience in analyzing large datasets and developing data driven statistical models is desirable. Experience in text mining and online marketing is a plus.
The candidate will need to be able to work on multiple concurrent projects, anticipate obstacles, and make high quality deliveries on an aggressive schedule. The candidate must also be a team player that is self-motivated and has excellent communication skills
Key job functions include:
Analyzing, processing, evaluating and documenting large data sets
Identify/develop appropriate machine learning/data mining/text mining techniques to uncover the value of the data
Designing data structure and data storage schemes for efficient data manipulation and information retrieval
Developing tools for data processing and information retrieval
Developing data driven models to quantify the value of a given data set
Applying, modifying and inventing algorithms to solve challenging business problems
Validating score performance
Conducting ROI and benefit analysis
Documenting and presenting model process and model performance
Requirements:
Advanced degree in Machine Learning, Computer Science, Electrical Engineering, Physics, Statistics, Applied Math or other quantitative fields
0-3 years of working experience in analytics, data mining, and/or predictive modeling
Demonstrated ability to lead and execute projects from start to finish
Ability to independently support existing products
Proven track record in modifying and applying advanced algorithms to address practical problems
Experience with regression, Neural Network, SVM, and/or ensemble methods
Proven ability to work independently on development of complex models with extremely large and complex data structures
Proficient in more than one of Python, R, Java, C++, or C
Robust knowledge and experience with statistical methods
Plusses:
Extensive knowledge of MATLAB and SQL
Experience with Hadoop and NoSQL related technologies such as Map Reduce, Spark, Hive, Pig, HBase, mongoDB, Cassandra, etc.
Experience with online, mobile marketing analytics
Experience with GPU programming
Knowledge of NLP/Text mining techniques and related open source tools
Solid knowledge of Bayesian statistical inference and related machine learning methods
Experience with Agile methods for software development
Experian offers flexible benefits and compensation packages that allow our employees to make choices that fit their individual lifestyles. Some of our benefits include:
Competitive Salary
Medical, Dental, Vision and Life Insurance
401K with immediate 100% vesting
Vacation and 10 paid holidays
Employee Assistance Program
Short-Term and Long Term Disability Coverage
Flexible Spending Accounts
Tuition Reimbursement Program
Experian is an Equal Opportunity Employer. Anyone needing accommodation to complete the interview process should notify the talent acquisition partner. The word "Experian" is a registered trademark in the EU and other countries and is owned by Experian Ltd. and/or its associated companies.
https://experian.taleo.net/careersection/2/jobdeta...
https://experian.taleo.net/careersection/2/jobdeta...
Please send email to Perry.Anotado-AT-experian.com if you are interested. Thanks!