Data Scientist, Remote

United States

Full-time

Hybrid

$133K/yr - $240K/yr

Entry, Mid Level

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, contribute to product prototypes, and evaluate data assets using your expertise in predictive modeling, machine learning, and deep learning.

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Responsibilities

Craft 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.

Qualification

Required

Advanced degree 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 preferred)
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

Preferred

Benefit

20 vacation days to start (along with 12 paid holidays)
Great compensation package and comprehensive benefits package, with a bonus of 20%
Flexible work schedule and relaxed dress code

Experian is a data analytics and consumer credit reporting company.

Glassdoor

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Founded in 1980

Dublin, Dublin, IRL

10001+ employees

http://www.experianplc.com

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