Senior Data Scientist, Innovation Lab - Remote

Overview

As a Senior Data Scientist at the Experian Innovation Lab, your role will be to research and develop analytical solutions, prototype new products, and evaluate data assets.

In Short

• Create advanced machine learning analytical solutions to extract insights from diverse structured and unstructured data sources.
• Unearth data value by selecting and applying the right machine learning, deep learning and processing techniques.
• Refine data manipulation and retrieval through the design of efficient data structures and storage solutions.
• Innovate with tools designed for data processing and information retrieval.
• Dissect and document vast datasets, analyzing them to highlight patterns and insights.
• Solve complex challenges by developing impactful algorithms.
• Ensure model excellence by validating performance scores and analyzing Return on investment and benefits.

Requirements

• Master's Degree or higher in Machine Learning, Data Science, AI, Computer Science, or a related quantitative field.
• 2+ years of experience in AI, data science, or predictive modeling.
• Proficiency in multiple programming languages, including Python.
• Experience in deep learning (CNN, RNN, LSTM, attention models), machine learning methodologies (SVM, GLM, boosting, random forest), graph models, or reinforcement learning.
• Experience with open-source tools such as PyTorch, Keras, TensorFlow, scikit-learn, pandas.
• Experience with large data analysis using PySpark.
• Experience with LLMs and relevant tools in the Generative AI domain.
• Experience with Hadoop and NoSQL technologies such as Map Reduce, Hive, HBase, MongoDB, Cassandra.
• Experience modifying and applying advanced algorithms to address practical problems.
• Experience with online, mobile marketing analytics.
• Experience with GPU programming.

Benefits

• Great compensation package and bonus plan.
• Core benefits including medical, dental, vision, and matching 401K.
• Flexible work environment, ability to work remote, hybrid or in-office.
• Flexible time off including volunteer time off, vacation, sick and 12-paid holidays.
• Explore all our exciting benefits here: https://yourexperianbenefits.com/cand-index.html.