Experian is a global data and technology company that helps redefine lending practices, prevent fraud, simplify healthcare, and create marketing solutions.
The Data Scientist position is located within the Experian Innovation Lab, which focuses on enhancing client relationships and acquiring strategic datasets.
The role involves developing analytical solutions, contributing to product prototypes, and evaluating data assets.
Responsibilities include crafting advanced machine learning solutions, selecting appropriate techniques for data value extraction, designing efficient data structures, innovating data processing tools, analyzing datasets for patterns, developing algorithms, validating model performance, and documenting findings.
Requirements:
Candidates must have an advanced degree in Machine Learning, Data Science, AI, Computer Science, or a related quantitative field.
A minimum of 1 year of experience in AI, data science, or predictive modeling is required.
Proficiency in at least one programming language, specifically Python, is necessary.
Experience with deep learning techniques (CNN, RNN, LSTM, attention models) and machine learning methodologies (SVM, GLM, boosting, random forest) is essential.
Familiarity with open-source tools for deep learning and machine learning, such as PyTorch, Keras, TensorFlow, scikit-learn, and pandas, is required.
Candidates should have experience with large data analysis using Spark, preferably pySpark.
Experience with large language models (LLMs) and tools in the Generative AI domain is necessary.
Candidates should have experience developing advanced language models and applying Generative AI-based tools.
Familiarity with Hadoop and NoSQL technologies, including Map Reduce, Hive, HBase, MongoDB, and Cassandra, is required.
Experience in modifying and applying advanced algorithms to solve practical problems is necessary.
Benefits:
The position offers 20 vacation days to start, in addition to 12 paid holidays.
A competitive compensation package is provided, including a comprehensive benefits package and a bonus of 20%.
Employees enjoy a flexible work schedule and a relaxed dress code.
Experian promotes a people-first culture, focusing on diversity, equity, inclusion, work/life balance, and employee development.
The company has received multiple awards for its workplace culture, including recognition as one of the World's Best Workplaces™ and Glassdoor's Best Places to Work.
