Job Number: 189564
San Diego, California
Experian is the world’s leading global information services company, unlocking the power of data to create opportunities for consumers, businesses and society. For more than 125 years, we’ve helped consumers and clients prosper, and economies and communities flourish – and we’re not done. Experian has operated at the center of Big Data since before the phrase was coined. Few companies can offer information services on an equivalent scale. Experian has been named to Forbes Magazine’s Top 100 list of the “World’s Most Innovative Companies” for 4 years in a row. We have 16,000 people operating across 37 countries, and every day we’re investing in new technologies, talented people and innovation to help create a better tomorrow.
- Full Time
- Level: Varies By Role
- Travel: Varies By Role
- Glassdoor Rating: 3.7 out of 5
Experian Technology is central to the future success of Experian. Whether developing a new product, enhancing a SaaS solution or securing our networks from external threats, you have a critical role to play. When looking for new talent to join our technical teams, we look for individuals with the following traits:
- Innovation 9
- Problem-Solver 9
- Presenter 8
- Technologically savvy 10
- Confident 6
- Independent 4
- Relationship expertise
- Team player
- Technologically savvy
DescriptionExperian DataLabs is a R&D unit at Experian formed with the desire to work in
collaboration with Experian’s business units to enhance relationships with clients and acquire strategic datasets. Experian® is a global leader in providing information, analytical tools and marketing services to organizations and consumers to help manage the risk and reward of commercial and financial decisions. Using our comprehensive understanding of individuals, markets and economies, we help organizations find, develop and manage customer relationships to make their businesses more profitable.
The person filling this position will be part of Experian North America R&D Data Lab concentrating on research and development of novel analytical solutions, new product prototyping, as well as new data asset evaluation and acquisition. This position requires extensive background and knowledge in machine learning and data analytics. 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/deep 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
Knowledge, Experience & QualificationsRequirements:
- Advanced degree (PhD) 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
- Experience with advanced deep learning technology and open source tools
- 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
- Extensive knowledge of MATLAB and SQL
- Experience with Hadoop and NoSQL related technologies such as Map Reduce, Spark, Hive, HBase, mongoDB, Cassandra, etc.
- Experience with online, mobile marketing analytics
- Experience with GPU programming
- Experience with Natural Language Processing, Natural Language Understanding, and the relevant open-source tools
- Solid knowledge of Bayesian statistical inference and related machine learning methods
- Experience with Agile methods for software development
Working for a leading FTSE 50 global information services company is just one of the rewards of joining Experian. Our benefits package is designed to reward contribution and loyalty and to attract the kind of talented individuals who have their pick of employers. That is why we offer a highly competitive package which comprises:
- Competitive base salary
- Aggressive bonus plan
- Core benefits including: full medical, dental, vision, matching 401K and the opportunity to work with a global leader
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.
Experian offers comprehensive coverage with flexible options for you as well as your spouse/domestic partner and eligible dependents. This includes medical, dental and vision insurance, health care savings and spending accounts, dependent care FSA, health & wellness program, and telemedicine.
Personal Finance Protection
We offer several benefits that strengthen your financial protection such as a 401k plan with an employer match, an employee stock purchase plan, life & additional insurance coverage.
We invest in your professional future through our education assistance program and many professional development programs. We also grant 20 scholarships to high school seniors each year to children of Experian employees.
We offer flexible time off in addition to corporate holidays, sick days and paid volunteer time off.
Experian supports your life outside the office with benefits such as our new parental leave policy covering time off for birth mothers as well as birth fathers and mothers/fathers of adoptive or foster children, adoption assistance, and pet insurance.
Experian employees enjoy many other benefits through our employee discounts, company sponsored activities, and flexible total rewards packages. Many of our office locations provide onsite amenities such as fitness centers, game rooms, cafeterias and free snacks in break rooms. We support work/life balance with convenient offices in several metropolitan locations and flexible work arrangements when possible.
“I’m a problem solver, strategist, and security engineer in the Cyber Threat Management realm. The best part of my job is creativity and thinking outside the box is encouraged. I work in a team that enables me to innovate and collaborate with other teams to help drive our organization to a better tomorrow.”Lauren Alvarez, Security Engineer
“The best part of my job is the people I get to work with and for. I am surrounded with some of the most innovative, smart and down to earth characters in the field.”Rafael Molina, Sr. Information Security Specialist, EITS
“At Experian, the technology environment is always changing to keep up with the latest technology out there. It’s innovative, yet what’s motivative is that when there is a change in technology, our employees host training sessions because not everyone fully understand the new technology, so we all grow together to find our best way to every solution.”Wes Hoang, Software Dev Intern
“If you are looking for a workplace to Innovate, grow in professional career and Work with great leaders, then Experian is the best place to be at!”Dhaval Dagli, Technical Product Manager
“I personally enjoy working with a variety of application and technical experts in trouble-shooting and figuring out why something failed, and/or working with the same caliber of colleagues to implement real-world solutions to ensure that we have a solid environment that is sustainable and meets the needs of the business.”Kenn Johnson, Interim Manager of Cyber Security Engineering
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