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Your role at Bread:Prioritization:Supporting company leadership, including the C-suite, to identify the highest ROI projects.A/B Testing:You’ll work with our product teams to design, set-up, monitor, and assess changes to our platform via A/B testing, analyzing the conversion effects across the funnel. You’ll be a part of the process from start to finish, from brainstorming new ways to improve conversion and profitability to calculating the final results to inform the roll-out decision.Statistical Analysis and Predictive Modeling:From helping Finance understand changes in YoY loan performance to attribution across our merchant portfolio, you’ll help answer ad-hoc questions and add to our knowledge base. This involves writing complex SQL queries to bring our internal and external data together and applying statistical modeling techniques such as linear regression, logistic regression, time series analysis, and even data science techniques where appropriate.Data Modeling and Data Warehousing:As we add new features to our platform or start tracking new data points, you’ll work with the engineering team to incorporate these new data points into our data infrastructure and load them into our data warehouse.Learning and Teaching:As our team grows, we’ll continue to contribute to a company-wide data-first culture and team-wide culture of continuous learning and improvement. You’ll be asked to share discoveries, refine our problem discovery process, and shape our processes and infrastructure.What we are looking for:Must Have:3-5 years of experience in analytical roles or engineering (software engineering, data engineering) rolesProfessional experience in mentorship and/or leadership rolesBA in a quantitative field: Stats, Finance, Economics, Math, or Computer SciencesFluency in SQL and at least one functional programming language, especially Python or RExpert knowledge of statistics, i.e. confidence intervals, linear regression, and hypothesis testingExperience with funnels and event tracking software, i.e. Heap or MixpanelEffective interpersonal skillsNice to Have:Experience with any technologies in our analytics stack: Snowflake, PostgreSQL, DBT, Databricks and/or Spark, Airflow, Python, Github, Looker, and DockerExperience in financial services or creditExperience with web applicationsFamiliarity with other languages in our technology stack: Golang and JavascriptAn advanced degreeFamiliarity with survey data, software, and methodsFamiliarity with an agile working environment
Your role at Bread:
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