Senior Data Scientist, Innovation Lab

Experian

full-time

Posted on:

Location Type: Remote

Location: CaliforniaUnited States

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Salary

💰 $153,075 - $275,535 per year

Job Level

About the role

  • 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 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
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
machine learningdeep learningdata manipulationdata retrievalalgorithmspredictive modelinglarge data analysisGPU programmingadvanced algorithmsdata structures
Certifications
Master's DegreePhD