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Machine Learning Engineer, Experian Consumer Services

Location
Costa Mesa, California
Job Type
Permanent
Posted
14 Jul 2022
About us, but well be brief:Experian is the worlds leading global information services company. During lifes big moments from buying a home or a car, to sending a child to college, to growing a business by connecting with new customers we empower consumers and our clients to manage their data with confidence. We help individuals to take financial control and access financial services, businesses to make smarter decisions and thrive, lenders to lend more responsibly, and organizations to prevent identity fraud and crime.We have 20,000 people operating across 44 countries and every day were investing in new technologies, talented people, and innovation to help all our clients maximize every opportunity.Experian Consumer Services (ECS) is part of Experian and the market leader for online credit reports, scores and monitoring products delivered directly to consumers over the internet.

What you'll be doingExperian Consumer Services is seeking a Machine Learning Engineer to help deliver personalized financial solutions to our customers. The ideal candidate must have the ability to extract insights from data and deliver a ML project from beginning to end, including understanding business needs, training/validating ML models, and deploying ML models to applications. In addition, the candidate must be able to thrive in a complex and fast-paced environment.Responsibilities:
  • Develop machine learning algorithms with huge data sets to solve challenging business questions
  • Improve performances of existing ML algorithms
  • Partner with data scientists to discover new data sources and create new input features for ML models
  • Build end-to-end data pipelines for ML models
  • Implement state-of-the-art experimental systems and evaluate model performances.
  • Communicate key analytical results to stakeholders
What your background looks like
  • Advanced degree in a quantitative field (Machine Learning, Data Science, Computer Science, etc.) or equivalent professional experience
  • 2+ years of work experience in a quantitative field such as data science or statistical modeling using cloud computing services such as AWS, Google Cloud Platform, Snowflake, Databricks, etc.. Experience with e-commerce and digital marketing is preferred.
  • Experience with statistical modeling techniques such as regression, support vector machines, and neural nets. Experience with natural language processing is a plus.
  • Experience with deep learning algorithms such as convolutional neural networks and recurrent neural networks is a plus
  • Experience with cluster-computing framework, such as Hadoop or Spark
  • Working knowledge of Data Science tools (e.g., Numpy, Pandas, Scikit, Tensorflow, Keras, R)
  • Experience with data processing tools (e.g., SQL)
  • Experience with version control systems (i.e. Git, GitHub) and writing production ready code
  • Excellent oral and written communication skills
Perks
  • During this pandemic, all Experian employees are working remotely. Once its safe to do so, well slowly return to our offices however we are in no rush to do this. The safety of our employees is of utmost importance.
  • 15 days of vacation accrual annually, five sick days and two volunteer days (plus twelve paid holidays).
  • Competitive pay and comprehensive benefits package, with a bonus target of 10%.
  • Flexible work schedule and relaxed dress code
All your information will be kept confidential according to EEO guidelines.

Experian is proud to be an Equal Opportunity and Affirmative Action employer. Our goal is to create a thriving, inclusive and diverse team where people love their work and love working together. We believe that diversity, equity and inclusion is essential to our purpose of creating a better tomorrow. We value the uniqueness of every individual and want you to bring your whole, authentic self to work. For us, this is The Power of YOU () and and it reflects what we believe. See our DEI work in action () !

If you live in Colorado, Connecticut or New York City, please contact us here for the salary range of this position (include this Job Title in your email). In addition to a competitive base salary and variable pay opportunity, Experian offers a comprehensive benefits package including health, life and disability insurance, generous paid time off including parental and family care leave, an employee stock purchase plan and a 401(k) plan with a company match.

Experian U.S. employees are required to be fully vaccinated for COVID-19.

Experian Careers - Creating a better tomorrow together

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Details

  • Job Reference: 658152570-2
  • Date Posted: 14 July 2022
  • Recruiter: Experian
  • Location: Costa Mesa, California
  • Salary: On Application
  • Sector: Engineering
  • Job Type: Permanent