Know every guest. profile, analyze, and reach all your past and current guests
We are seeking a highly talented and creative Data Scientist who is comfortable in an agile environment, excited to work with collaborative teams in delivering actionable data insights for our clients. The ideal candidate is a highly motivated individual who can bring fresh ideas, quickly deliver powerful and predictive models, and communicate results across the organization, all with a clear focus on driving client value. At Bridg, you will be solving complex problems with a business that celebrates innovation and values your contributions. We want you to wake up each day excited to use cutting edge tools/technologies and big data analytics practices.
Duties and ResponsibilitiesFind creative value in large datasets via the development of machine learning modelsConstruct and productionalize complex and efficient SQL queries against relational databasesDesign forecasting models to predict client data trendsImprove and monitor data science models in productionWork with Client Success and Data teams to showcase intuitive data visualisationsCommunicate findings to the company through standard and ad hoc reports.Execution of operational special projects, as they arise.
Required Background and SkillsBS and/or MS in quantitative field, PhD preferred4+ Years previous experience in data engineering, business intelligence, analysis, or other related fieldAdvanced experience with a scripting language such as Python or RExperience with SQL and efficient database queryingExperience with a diversity of supervised machine learning models, such as Linear/Logistic Regression, Random Forest, CNN, Gradient Boosting, or othersFamiliarity with libraries for building and deploying models, such as MlFlow, Airflow, PyTorch, and TensorFlowStrong problem solving and critical thinking skillsStrong attention to detail and clear, effective communication
Health, Dental, Vision, and Vacation
Fully stocked company snack area complete with every drink and snack your heart desires
A fantastic opportunity to be part of a growing start-up and work with a passionate, driven and fun team.
Monthly team activities and outings
An incredible work environment
fun, casual and fast-paced
with plenty of break-out space
Bridg at a glance
Bridg focuses on SaaS, Enterprise Software, Analytics, Business Intelligence, and Big Data. Their company has offices in Los Angeles and Santa Monica. They have a mid-size team that's between 51-200 employees. To date, Bridg has raised $11M of funding; their latest round was closed on August 2017.