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Senior Data Scientist

4 months ago

Plano, United States Dallas Limetree LLC Full time
Job DescriptionJob DescriptionLimetreeWhen you first saw us, we’re pretty sure you may have thought, “who is Limetree?” Limetree is an Inc. Best Workplaces award winner and an Inc. 5000 Fastest Growing Company (2022 and 2023) that provides science-driven marketing. We take the best of data science and behavioral science, and then deploy science-based strategies broadly and to specific people. We don’t settle for the status quo. We focus on growth and execution and find people who continuously seek to understand why something works. Whether it’s a deeper dive into results (a word you’ll hear around here quite often) with data or a look into what’s driving consumer decisions with behavioral science, we constantly push for the next level of knowledge and performance for our clients.

Limetree is nimble and dynamic with established success and a strong growth curve. We own a solid financial position with no debt, which allows us to reward our people for delivering excellence to our clients and investing in new marketing innovations. We adhere to the principle that if you do things right, you will grow based on the value you provide to your clients. We have consistently proven that it works year-over-year.
 Senior Data Scientist at Limetree, LLC. (Preference for Dallas, TX, based candidates with remote an option)
Limetree is a behavioral marketing company with a goal to create solutions that unite data and behavioral science to define the new standard in marketing performance.  Are you curious about what makes “great marketing” that goes out according to all those models you might be building? Do you wonder if marketers and leaders know what makes creative “great” and how it could be made “better”? You might “test and learn” on your creative, but do you even know if you’re testing and learning in the right direction? How should marketing change when re-purposing to new geographies? Answering these questions, across all phases of a customer’s lifecycle, are at the core of Limetree’s mission.

Limetree is looking to expand our team with a product-centered Senior Data Scientist to help us extract human insights from data…insights that inform the communications that go to our clients for marketing, retention, and other communication.  We expect our data scientists to challenge themselves to unlock data supporting great marketing (the who and the when) – that supports and enhances great creative (the what). We deliver creative that uses science, not guesswork, to get and improve results.

If you’re interested in how consumers engage with communication, how we can test and match communication to individuals, and if you have a strong problem-solving ability, statistical and data analysis experience, we’d like to hear from youResponsibilities
  • Take over, extend, and enhance market management models such as creative matching, explanatory analysis, and prospect targeting
  • Contribute to the linking of behavioral marketing features through new and existing model improvement
  • Actively assist with and champion the movement of mature models into our Goldminer™ framework for production model execution
  • Explain insights, outcomes, and model performance to clients on a regular (weekly, monthly, or quarterly) basis
  • Provide performance measurement and feedback on customer retention campaigns
  • Build models in such a way that they are repeatable, pre-production prototypes
  • Interpret and analyze business opportunities and problems with data
  • Test performance of data-driven actions
  • Create and build predictive models and analytic systems
  • Evaluate data sources and include analysis for performance impact
  • Create actionable insight reports supported with data visuals
RequirementsYou must be based in the United States to fulfill data protection concerns. We will ask you to present a sample of your work from problem definition, modeling techniques considered, and explanation of the “why” in the model. To be successful in those tasks at Limetree, we’re looking for some important experience:
  • 2-4 Years of proven experience as a Data Scientist or similar role
  • Current Python 3 and git experience (you will be working in Python daily and via the Limetree platform, meshing your work with that of your teammates)
  • Familiarity with scaled distributed big data tools such as Apache Spark and PySpark  (Databricks is our destination compute service)
  • Experience building, assessing, explaining, and monitoring predictive models
  • BS or strong background in Data Science, Statistics, Bioinformatics, Engineering, Mathematics, or Computer Science
  • Have a good work ethic, a desire to be efficient, learn and be challenged, and be self-driven and motivated
  • Excellent written and verbal communication skills
Additional skills you’ll need
  • Fluency with SQL and Relational Databases like Snowflake or PostgreSQL
  • Experience working with public and private data sets
  • Testing with PyTest
Candidates should fit in with a friendly, family-flexible team that enjoys supporting each other as we tackle some cool problems.
 

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