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Lead Data Scientist
Bridg, United States
Experience
1 Year
Salary
Job Type
Job Shift
Job Category
Traveling
No
Career Level
Telecommute
No
Qualification
As mentioned in job details
Total Vacancies
1 Job
Posted on
Jan 6, 2022
Last Date
Feb 6, 2022
Location(s)
Job Description
Bridg is a Customer Data Platform (CDP) built for brick and mortar retailers and CPG brands to identify, understand and engage unknown in-store customers. Our platform was built around a single premise: level the data playing field for brick and mortar retail businesses. Put simply, we help our clients solve the anonymous in-store customer challenge. We unify offline and online data sources, resolve identities, enrich profiles with robust second and third party data and power targeted, personalized advertising across virtually any channel.The end result?A single 360 consumer view. Hundreds of shopper insights. And endless analytics and marketing opportunities.Bridg is looking for an experienced, highly talented and creative Data Scientist as a key member within the new Data amp; Analytics team who will work closely with client facing teams as well as our engineering and development teams to build and improve data products that help our clients maximize the value of the Bridg platform. You will use your analytical, statistical and programming skills to pull out insights from line item level purchase data from some of the largest retailers and restaurant chains in America and productize those insights into repeatable solutions for clients. You will help validate and improve our matching algorithms and ensure our customers are getting to value quickly and consistently by reaching and activating the right end consumers.Candidates should have extensive experience using advanced statistical techniques to build and deploy machine learning models that solve real life challenges and should feel comfortable working with business stakeholders to understand needs and build requirements. In this role, you will determine our customer's analytical needs and build repeatable service engagements or products as part of our platform to drive additional value.Responsibilities Include:- Develop and deploy machine learning models that identify key insights and forecast future trends from billions of rows of customer purchase history creating value for our retail, CPG and restaurant customers
- Monitor and improve existing matching algorithms across a wide range of diverse inputs
- Work with Client Success and Data teams to showcase data products with clients and prospects
- Influence the product strategy including incorporation of data science models into the core product
- Ad hoc analysis and delivery of custom SQL queries to be used by clients as needed
- Ensure data is as clean as possible and a reliable source of truth, escalating anomalies and developing workarounds where needed
- Drive innovation by exploring new statistical techniques and brainstorming ways to optimize the existing infrastructure and make processes even better
- Communicate effectively with peers on the Data amp; Analytics team, clients, internal partners and company leadership regarding ongoing projects and future possibilities.
Required Skills and Background- BS and/or MS in quantitative field, PhD preferred
- 5+ years of professional experience as a data scientist, experience in marketing and retail a plus
- Advanced experience with a scripting language such as Python or R and SQL
- Experience with a diversity of supervised machine learning models, such as Linear/Logistic Regression, Random Forest, CNN, Gradient Boosting, or others
- Advanced expertise with analytical cloud warehouse solutions (Snowflake, Redshift, BigQuery, etc)
- Consistent track record of high performance and effective collaboration within complex organizations
- Experience and desire for working in a start-up environment, contributing to developing business infrastructure and aggressively scaling a high growth business
- Able to operate at an enterprise level, using creative and innovative solutions with a relentless focus on customer experience.
- Exceptional written and verbal communication skills extraordinary listening skills.
About Bridg:Bridgis a marketing software company that provides a CRM solution, email and SMS marketing, insights and analytics, mobile app and loyalty program development for restaurants and retailers. Powered by transaction data, Bridg builds unique 360 customer profiles to understand individualized behavior patterns, providing clients with deep data science used to create wide-reaching, effective personalized marketing campaigns that drive traffic and sales in a measurable way.
Our headquarters is located in West LA / Santa Monica, and we offer competitive salaries, great benefits, and a high-energy environment with l Job Specification
Bridg
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