Sr. Data Engineer- Machine Learning Team (LA)
About Route
Route is a one-click premium shopping experience for online ordering, and the only way to view all of your online orders, from any merchant, in one place. Online shoppers can insure and visually track everything they order online in one centralized app. E-commerce merchants from boutique brands to household names can add Route to their website enabling one-click solutions for their customers for shipping insurance, visual package tracking, and one-click claim handling. With offices in both Silicon Slopes, Utah (HQ) and Santa Monica, California, Route embodies a creative lifestyle partnered with innovative tech to build a one of a kind global brand.
About the Role
The data engineers work tightly with the data scientist/machine learning engineers and MLOps engineers on our team to create the data infrastructure and pipelines to drive our machine learning projects from initial experimentation to production level deployment. They interface with other technology teams to extract, transform, and load data from a wide variety of data sources such as relational databases, unstructured data, streaming data for model training. They are also responsible for building pipelines that bring data into ML models in production and building ML model monitoring pipelines.
Route is an engineering company. We want our engineers to bring fresh ideas which excite them to take on new problems across the stack and embrace the startup culture where we can be comfortable being uncomfortable at times to produce consumer value. We aspire to hire the best people with a broad set of technical skills, representing a globally diverse audience, and bringing a diversity of ideas, perspectives, and cultures.
Basic Qualifications
- BS/BA degree in Computer Science, Information Systems, similar technical field, or equivalent practical experience
- 5+ years of experience as Big Data Engineer or in a similar role
- Experience with data modeling, data warehousing, and building ETL pipelines
- Proficient in SQL
- Familiarity with Cloud services like Amazon Web Services or Google Cloud
- Experience using big data technologies such as Spark, Hadoop, Hive, Kafka ect.
- Proficiency in one or more of the scripting languages: Python, Scala or other scripting language
- Managed systems with complex dependency management and orchestration requirements
- Experience with real time data processing
Preferred Qualifications
- Knowledge of and experiences with infrastructure as code (TerraForm) and automation for CI/CD
- Strong experience with Kafka
- Experience operating data lake
- Familiarity with Kubernetes, EKS
- Familiarity with Airflow
- Exposure to other noSQL technologies like MongoDB, Cassandra and Redis etc.
- Experience with data collection from large-scale and/or public APIs
- ML model deployment, serving, and performance monitoring
Benefits:
Route offers an array of benefits including generous salaries, stock options, 100% healthcare coverage, and an unlimited PTO policy.
Route is an Equal Opportunity Employer. We embrace diversity and equal opportunity in a serious way. We are committed to building a team that represents a variety of backgrounds, perspectives, and skills. The more inclusive we are, the better our work will be.