
Data Scientist I
Velera
full-time
Posted on:
Location Type: Remote
Location: United States
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Salary
💰 $84,900 - $108,200 per year
About the role
- Collaborate with stakeholders throughout the business to understand existing processes and identify opportunities for leveraging data to drive solutions.
- Perform data mining and analysis from various databases to build solutions for optimizing product development, client portfolios, and business strategies.
- Design and build custom AI/ML models and algorithms applied to data sets for enhancing products and processes.
- Conduct exploratory data analysis to determine the effectiveness and accuracy of data for application in models and algorithms.
- Develop and perform A/B testing frameworks to assess model quality and validity.
- Interpret data analysis, model, and algorithm results to business and technical teams to facilitate decision-making.
- Design and build predictive models to increase and optimize portfolios, generate revenue opportunities, prevent client attrition, and optimize portfolio segments for timely offers.
- Develop processes and tools for monitoring and analyzing model performance and data accuracy.
- Stay updated on industry standards and advancements in data-driven technologies and tools.
- Work in an agile framework as needed.
- Perform duties as assigned.
Requirements
- Bachelors degree in Operations Research, Statistics, Mathematics, Computer Science, Physics or similar field.
- 2+ year’s professional experience working within business intelligence, data science, or operations research with experience in development of advanced analytics.
- Proficient with computer languages such as Python, and SQL.
- Familiar with various machine learning techniques including clustering, ensemble methods, artificial neural networks.
- Proficient in advanced statistical techniques such as various regression modeling (linear, logistic, polynomial, etc.), forecasting methods, with practical application experience.
- Knowledgeable in cloud platforms for data science, Preferably Azure and Databricks.
- Familiar with big data platforms such as Databricks and/or Snowflake.
- General knowledge of PCI standards and regulations.
- Familiar with Agile methodologies and practices.
- Experience with AI Models,, NLP, and/or LLM's preferred.
- Experience building classification models preferred.
- Excellent verbal, written, and visual communication skills, with the ability to tell a story using data and visualizations.
Benefits
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Applicant Tracking System Keywords
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Hard Skills & Tools
data miningdata analysisAI modelsmachine learningpredictive modelingA/B testingstatistical techniquesregression modelingPythonSQL
Soft Skills
collaborationcommunicationdecision-makingstorytelling with dataanalytical thinking