Note: The job is a remote job and is open to candidates in USA. Experian is a global data and technology company, powering opportunities for people and businesses around the world. As a Data Scientist at the Experian Innovation Lab, you will help develop analytical solutions and contribute to product prototypes, utilizing your expertise in predictive modeling, machine learning, and deep learning.
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 http://www.experianplc.com.Company H1B Sponsorship
Experian has a track record of offering H1B sponsorships, with 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.
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