200+ applicants
Experian · 2 days ago
Data Scientist
United States
Full-time
Remote
Mid Level
$83K/yr - $144K/yr
2+ years exp
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Responsibilities
Analyzing, processing, evaluating and documenting large data sets
Identify/develop appropriate machine learning/natural language understanding/natural language processing techniques to uncover the value of the data
Developing visualizations for a wider audience
Designing data structure and data storage schemes for efficient data manipulation and information retrieval
Developing tools for data processing and information retrieval
Developing data driven models to quantify the value of a given data set
Leading research and development projects on machine learning and data analytics.
Applying, developing and inventing algorithms to solve challenging business problems
Validating score performance and conducting ROI and benefit analysis
Documenting and presenting model process and model performance
Qualification
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Required
Degree(s) in Machine Learning, Data Science, AI, Computer Science, Computer Engineering, Electrical Engineering, Physics, Statistics, Applied Math or other quantitative fields
2-5 years of working experience in data science, data visualization, and/or predictive modeling
Demonstrated ability to lead and execute projects from start to finish
Ability to independently support existing products
Proven track record in modifying and applying advanced algorithms to address practical problems
Experience in regression analysis, machine learning (SVM, GLM, boosting, random forest, etc.), graph models, and/or, reinforcement learning
Experience with open source tools for deep learning and machine learning technology such as Keras, tensorflow, pytorch, scikit-learn, pandas, etc
Proven ability to work independently on development of models with extremely large and complex data structures
Proficient in more than one of Python, R, Java, C++, or C
Proficient in SQL and ETL
Robust knowledge and experience with statistical methods
Preferred
Experience with Hadoop related technologies such as Map Reduce, Spark, Hive, HBase, etc
Experience with visualization tools such as Tableau, Qlik, etc
Experience with Natural Language Processing, Natural Language Understanding, and the relevant open-source tools
Experience with Bayesian statistical inference and related machine learning methods
Experience with Agile methods for software development
Benefits
Medical insurance
Life insurance
Dental insurance
Asociacion Solidarista
International Share Save Plan
Flex Work/Work from home
Paid time off
Annual Performance Bonus
Education Reimbursement
Family Bonding
Bereavement Leave
Referral Program
Company
Experian
Experian is a data analytics and consumer credit reporting company.
10,001+ employees
H1B Sponsorship
Experian has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (9)
2022 (15)
2021 (19)
2020 (21)
Funding
Current Stage
Public CompanyTotal Funding
unknown2006-10-20IPO· lse:EXPN
Leadership Team
Ben Elliott
CEO Asia Pacific
Brian Cassin
Chief Executive Officer
Recent News
2024-05-27
Business Wire India
2024-05-24
2024-05-23
Company data provided by crunchbase
