- Los Angeles, CA, United States
- React Native
TechStyle is currently looking for a Senior Data Scientist.
As a Senior Data Scientist, you will be responsible for developing algorithms for eCommerce, Merchandising and Purchasing, Media and Acquisition, Inventory, Order Fulfillment, and Member Services for all TechStyle brands. The right candidate will possess outstanding communication skills to assist our brand teams with experimentation, insights, and ultimately trained algorithms to support our core business functions.
This position will report to the Director, Data Analytics
Responsibilities: • Develop solutions to support our core business functions • Carry projects from concept to completion • Work closely with business and engineering teams to push your models into production • Communicate effectively with product teams to explain ROI, level of effort, and statistical findings of experiments • Help create algorithms known to provide ROI in an eCommerce environment • Work closely with the media team to help maximize AD spend and create attribution models • Assist product and engineering teams in determining features that support future ML models • Share insights learned through experimentation with underlying teams
Required Skills: • At least 5 years’ experience or a degree in a mathematical field, including statistics, economics, physics, or aerospace • Fluent in Python • Experienced in creating, deploying, and retraining machine learning algorithms to overcome problems in a production environment • Good understanding of existing models and experience in model selection • Experience in feature exploration, dimensionality reduction, and sparse data sets • Experience in TSQL and data manipulation libraries including Spark, Pandas, and Numpy • Experience with Deep Learning libraries TensorFlow, MXNet • Experience with ML libraries scikit-learn, Spark MLLib, mlpack • Data Visualization experience including scatterplots, histograms, and distribution charts • Understanding of Cloud offerings including Snowflake Data platform, Sagemaker, Google Cloud AI, AzureML, Azure Workbench a plus • Understanding of eCommerce • Outstanding communication skills
TechStyleOS is the globally integrated Operations and Services provider behind some of the fastest growing online fashion brands in history, including Fabletics, Savage X Fenty, JustFab, ShoeDazzle, and FabKids. With capabilities spanning technology, data science, supply chain management, fulfillment, customer service, and more, we help brands launch, scale and grow—across product categories and geographically. From predictive analytics to data-driven marketing and attribution, our unique approach is powered by our proprietary, end-to-end tech platform that enables the brands we serve to deliver a level of personalization, value, and satisfaction that are unrivaled in the fashion industry.
We love people and we love helping people grow. We're looking for someone who is all about learning, sharing and mentoring. We have a great relationship with our PMs and stakeholders to that we rarely incur tech debt. If we do, we ACTUALLY address it.
We were remote before it was cool, but often get together in LA for happy hours, events, and general fun. Covid sucks, but we still try to find time to hang out and have a break from work together.
- React Native
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