Machine Learning Scientist/Engineer (REMOTE)

Key Skills

Java Programming, Python Programming, SQL, Azure, Apache Kafka, Scala Programming, Data science techniques, MLOps tools

Job Description

GEICO is leading the way in application of Machine Learning and AI in the industry. We have a culture of experimentation, rapid iterations and feedbacks, and lean delivery, complimented with strong partnership and collaboration with product, marketing, tech, and data teams. We’re looking for a Machine Learning Scientist/Engineer to help design and build connected Feature Factory, Feature Engineering capabilities on the Cloud, using Machine Learning and data engineering skills.

Job Responsibilities:

You will work with our data engineering, MLops, and Data Science teams to shape adaptive feature engineering data pipelines, build Machine Learning solutions to construct and test variety of predictive features, build nested, time-series, time-travel features that can be adapted to different targets, design and build Features Factory and Feature Stores, and deploy feature construction pipeline / repository for model deployment, monitoring, and retraining. You will research the application of graph databases and design graph-based solutions for better management of ML features, and for better instantiation of connected features. You will be an important player in the evolution of data and AI in one of the largest insurance carrier.

Required Qualifications:

• 3+ years of experience with Spark, Python, SQL and parsing of semi-structured data
• Experience developing, optimizing and deploying automated Feature Engineering pipelines
• Experience organizing, processing, and persisting Big Data at scale
• Experience with Azure Ecosystem (ADLS, Azure Data Factory, Azure Data Bricks, Azure Storage, CosmosDB), ADO Pipelines
• Knowledge of Data Warehousing concepts and design
• Knowledge of Snowflake platform, and DBT

Preferred Qualifications:

• Experience with streaming technologies like Kafka
• Experience with Scala, Java
• Knowledge of Model monitoring capability
• Experience in building event-based / metrics-based alerting
• Experience with Data exploration, interactive visualization using python packages on a big-date environment

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* 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