Experian

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Senior Data Scientist – Innovation Lab

Data ScientistData ScientistFull TimeRemoteSeniorTeam 10,001+Since 1996H1B SponsorCompany SiteLinkedIn

Location

California

Posted

2 days ago

Salary

$153.1K - $275.5K / year

Seniority

Senior

Job Description

Senior Data Scientist – Innovation Lab

Experian

• 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

Job 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 for deep learning and machine learning technology such as pytorch, Keras, tensorflow, scikit-learn, pandas
  • Experience with large data analysis using pySpark
  • Experience with LLMs and the relevant tools in the Generative AI domain
  • 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
  • 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

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