Qualifications
WHAT YOUR BACKGROUND LOOKS LIKE
- Advanced degree in Machine Learning, Data Science, AI, Computer Science, Computer Engineering, Electrical Engineering, Physics, Statistics, Applied Math or other quantitative fields
- 0-6 years of working experience in data science, 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 in deep learning (CNN, RNN, LSTM, attention models, etc.), machine learning (SVM, GLM, boosting, random forest, etc.), graph models, and/or, reinforcement learning.
- Experience with generative modeling techniques such as GAN
- Experience with open source tools for deep learning and machine learning technology such as pytorch, Keras, tensorflow, scikit-learn, pandas, etc.
- 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
- Experience in large data analysis using Spark (pySpark preferred)
- Robust knowledge and experience with statistical methods
Plusses:
- Experience with Natural Language Processing, Natural Language Understanding, and the relevant open-source tools
- Experience in developing, modifying and experimenting advanced language models
- Experience in developing/applying/evaluating conversational AI technology
- Extensive knowledge of SQL
- Experience with Hadoop and NoSQL related technologies such as Map Reduce, Hive, HBase, mongoDB, Cassandra, etc.
- Experience with online, mobile marketing analytics
- Experience with GPU programming
- Solid knowledge of Bayesian statistical inference and related machine learning methods.
- Experience with Agile methods for software development
PERKS
- During this pandemic, all Experian employees are working remotely. Once it’s safe to do so, we’ll slowly return to our offices however we are in no rush to do this. The safety of our employees is of utmost importance.
- Four weeks of vacation to start, five sick days and two volunteer days (plus eleven paid holidays)
- Competitive pay and comprehensive benefits package, with a bonus target of 20%
- Flexible work schedule and relaxed dress code
Additional Information
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 it ensures that we live what we believe.