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Senior Data Scientist (Remote-US based)

Full Time

Website Plum Lending

Senior Data Scientist
JOB SUMMARY
We are looking for an exceptional Data Scientist who will take part in building solutions using advanced analytics and statistical modeling techniques. You will work to recognize patterns and productize your solutions and techniques for integration into our products and our processes. You will have a high degree of authority and autonomy, be capable of managing multiple high-priority tasks in a timely manner, and collaborate across the business. A successful Data Scientist at Plum needs to be innovative, detail-oriented, team-focused, strategic and effective in new and changing environments.
 
We are looking for the candidate to start immediately.
 
RESPONSIBILITIES
 
·      Develop custom NLP solution using state-of-the-art models (e.g. attention based transformers like BERT) for variety of use cases
·      Leverage external data sources to support customer acquisition and retention effort.
·      Track behavioral and demographic trends across customer segments to grow our member base.
·      Develop deep learning and other suitable machine learning models to predict insights from conversational data.
·      Apply data mining and machine learning techniques to large structured and unstructured datasets.
·      Partner with various business functions (sales, marketing, commercial real estate, etc.) to formulate and define challenges, solve problems, and identify opportunities.
 
REQUIRED QUALIFICATIONS
 
·      Masters or PhD in Statistics, Computer Science, Physical Sciences, Economics or a related technical field.
·      Experience architecting modern, scalable data pipelines that can satisfy multiple products.
·      Deep understanding of ML techniques such as: classification, clustering, deep neural networks, sequence modeling with transformers, optimization methods, supervised and unsupervised techniques.
·      Experience with performing data analysis using Python (numpy, pandas, etc.)
·      Experience with deep learning software frameworks such as TensorFlow, PyTorch, Keras etc.
·      Experience with data visualization and strong design sensibilities.
·      Ability to communicate complex quantitative analysis in a concise and actionable manner.
·      An entrepreneurial spirit as well as passion for solving difficult challenges through innovation and creativity, with a strong focus on results.
·      Ability to work independently, as well as collaborate in a team.
·      Eager to produce results and drive forward progress while managing deadlines.
 
PREFERRED QUALIFICATIONS
 
·      Experience in working with analytics platform like Databricks.
·      Experience with visualization tool like Tableau.
·      Experience with Linux and Amazon Web Services.
·      Experience with finance technology/analytics and commercial real estate.
 
BENEFITS
·      Early equity in a startup that is revolutionizing commercial real estate lending.
·      Competitive package of base pay and stock options.
·      Generous health, dental and vision coverage for employees and family members, along with commuter pre-tax program.
·      Unlimited vacation policy.
·      Opportunity to make a meaningful impact on the disruption of an industry and to shape the building of a company and culture.
·      Chance for your direct input to be realized and put into action.
·      Freedom to stretch the boundaries of your past work experience, learn skills outside of your immediate job description and grow your career.
·      Autonomy, flexibility and a flat corporate structure.
 
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