Senior Data Scientist Telematics at Geico

Ready to make an impact? If so, read on!
GEICO's telematics team uses predictive analytics and machine learning methods to create innovative products and customer interactions using sensor data capturing customer driving behavior. We see our projects through the entire data science lifecycle, from problem definition to data exploration, data cleaning, 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 Senior Data Scientist, you will serve as a technical and thought leader on this diverse and highly skilled team. You will research, develop, and deploy telematics-based solutions to improve pricing, drive customer segmentation, and streamline claim resolution in order to create a competitive advantage for GEICO. You'll synthesize large sensor-based datasets and solve complex problems using advanced machine learning and statistical modeling. You'll work in a highly collaborative, team environment, guiding and mentoring junior data scientists and collaborating with multiple stakeholders. You will assist management in the communication of insights and the implementation of impactful data science solutions across the organization.
Expected Qualifications:
Advanced degree in a quantitative discipline, such as statistics, data science, computer science, mathematics, engineering, physics, etc.4+ years of experience in designing, developing, evaluating, and deploying predictive modeling, machine learning, advanced analyticsDeep understanding and experience with advanced statistics and modern machine learning predictive techniques, including GLMs, decision trees, forests, boosted ensembles, neural networks, deep learning, and graph analytics.Superior coding skills using common data science tools, including Python (strongly preferred), R, Linux/Unix command line and shell scripting.Excellent skill and significant experience in data processing using SQL, Hive, Impala, Spark, or equivalent querying languageStrong experience with distributed storage and big data computing technology, such as AWS, Hadoop, or SparkExcellent communication skills and experience in working with stakeholdersPassion for extracting hidden insights and building machine learning systems that enhance business outcomes
Preferred Qualifications:
Deep understanding of insurance telematics (mobile, device, connected vehicle)Experience working with sensor data, signal processing, IoT solutionsExperience with geospatial data and specialized geospatial software tools including ESRI ArcGIS, OSM
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.
Benefits:
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 Leave401(k) Plan with Profit SharingTuition ReimbursementPaid Training and Licensures
*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 recruit, develop and retain the most talented individuals to join our team.
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