Based out of our Chevy Chase, MD/Washington DC office, GEICO’s Data Science team uses predictive analytics and innovative machine learning models to create value from data. We solve problems across GEICO, from Marketing to Claims and Underwriting, and are responsible for developing and driving strategic modeling initiatives. We see our projects through the entire data science lifecycle, from problem definition to data exploration, data munging, modeling, analysis, and deployment into production systems. We maintain a close partnership with IT to ensure that our models can be deployed quickly and monitored in a flexible deployment framework.
As a Data Scientist, you will be a member of this diverse and highly skilled team. On any given day, you may be exploring new data sets with a business or IT partner, learning the intricacies of a business process, building models, or coordinating the productionalization of a model. You will use a variety of tools (including SQL, Python, R, Spark, and shell scripting) in a variety of environments (including various databases, Linux servers, and Hadoop). You’ll work in a highly collaborative, team environment where you will quickly develop wide ranging exposure to new methods and best practices for conducting data science in a commercial environment.
Bachelor’s degree in a quantitative discipline, such as statistics, data science, computer science, mathematics, engineering, physics, etc. Advanced degree strongly preferred
2+ years’ experience and solid understanding of machine learning techniques. Academic and internship experience may also be considered.
2+ years' experience of combined industry/academic experience with predictive modeling, and advanced analytics
Solid understanding and experience with advanced statistics and modern machine learning predictive techniques such as GLMs, decision trees, forests, boosted ensembles, neural networks, deep learning, etc.
Strong coding skills using common data science tools, such as Python (strongly preferred), R, Linux/Unix command line and shell scripting, etc.
Strong skills in data processing using SQL, Hive, Impala, Spark, or equivalent querying language
Familiarity with distributed storage and big data computing technology (AWS, Hadoop, Spark, etc.)
Excellent communication skills
Passion for extracting hidden insights and building machine learning systems that enhance business outcomes
To ensure our associates receive the training and support needed to excel and thrive, associates hired for this position are generally required to work at the GEICO building during their orientation period. GEICO follows federal and state guidance and legal requirements regarding measures designed to limit the spread of COVID-19, including masking and social distancing. Measures may vary by GEICO location.
At GEICO, we make sure you have the support and resources to leverage and develop your skills, secure your financial future, and take care of your health and well-being. GEICO continually seeks to provide a workplace where everyone can be their authentic self. To help achieve this goal, we support associate-led Employee Resource Groups that foster a true sense of community. Through GEICO’s competitive benefits offerings and various training and development opportunities, we have you covered with our Total Rewards Program* that includes:
Premier Medical, Dental, and Vision Insurance with no waiting period**
Paid Vacation, Sick and Parental Leave
401(k) Profit Sharing Plan
Tuition Assistance including Direct Billing and Reimbursement payment plan options
Paid Training, Licensures, and Certificates
- Benefits may be different by location. Benefit eligibility requirements vary and may include length of service.
**Coverage begins with the pay period after hire date. Must enroll in New Hire Benefits within 30 days of the date of hire for coverage to take effect.
GEICO is proud to be an equal opportunity employer. We are committed to cultivating an environment where equal employment opportunities are available to all associates and job applicants regardless of race, color, religious creed, national origin, ancestry, age, gender, pregnancy, sexual orientation, gender identity, marital status, familial status, disability or genetic information, in compliance with applicable federal, state and local law. GEICO celebrates diversity and believes it is critical to our success. As such, we are committed to recruiting, developing, and retaining the most talented individuals to further grow our team.