[Remote] Data Scientist, Innovation Lab - Remote

Note: The job is a remote job and is open to candidates in USA. Experian is a global data and technology company, and they are seeking a Data Scientist to join their Innovation Lab. The role involves developing analytical solutions, contributing to product prototypes, and evaluating data assets using advanced machine learning and predictive modeling techniques. Responsibilities 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 Articulate model processes and outcomes, documenting and presenting findings and performance metrics Skills Master's degree or higher in Machine Learning, Data Science, AI, Computer Science, or a related quantitative field 1 or more years of experience in AI, data science, or predictive modeling Proficiency in at least one programming language, with coding skills in Python Experience with 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 for deep learning and machine learning technology such as pytorch, Keras, tensorflow, scikit-learn, pandas Experience with large data analysis using Spark (pySpark) Experience with LLMs and the relevant tools in the Generative AI domain Experience developing advanced language models Experience applying Generative AI-based tools Experience with Hadoop and NoSQL related technologies such as Map Reduce, Hive, HBase, mongoDB, Cassandra Experience modifying and applying advanced algorithms to address practical problems 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 Company Overview Experian is a data analytics and consumer credit reporting company. It was founded in 1980, and is headquartered in Dublin, Dublin, IRL, with a workforce of 10001+ employees. Its website is Company H1B Sponsorship Experian has a track record of offering H1B sponsorships, with 1 in 2026, 8 in 2025, 18 in 2024, 9 in 2023, 16 in 2022, 19 in 2021, 23 in 2020. Please note that this does not guarantee sponsorship for this specific role.