About the Job
You will be a member of the Data Group: Data Analytics, Data Science, Machine Learning and Data Engineering. We are a force multiplier, owning the data, analysis, and knowledge infrastructure that enables ourselves and our teammates to move faster and smarter.
The Data Engineering team's mission is to ingest data, build ETL pipelines and create services and tools for others to use data more efficiently. You will work on developing and enhancing our data warehouse, defining processes for data monitoring and alerting as well as maintaining data integrity in our data ecosystem. You will work with cross functional teams and internal stakeholders to define requirements and build solutions to meet the requirements. You will work with other engineers to ensure that our data platform and infrastructure are scalable and reliable.
Work on high impact projects that improve data availability and quality, and provide reliable access to data for the rest of the business
Design, architect and support new and existing data and ETL pipelines and recommend improvements and modifications.
Create optimal data pipeline architecture and systems.
Assemble large, complex data sets that meet functional and non-functional business requirements.
Be responsible for ingesting data into our data warehouse and providing frameworks and services for operating on that data
Analyze, debug and correct issues with data pipelines
Communicate strategies and processes around data modeling and architecture to the data engineering as well as other teams
Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability, etc.
Build the infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources using SQL, Spark and AWS technologies.
Deploying machine learning models all the way to Production.
Have at least 3 years of experience implementing complex ETL pipelines preferably in connection with Hadoop or Spark.
Experience writing complex SQL and ETL processes
Exceptional coding and design skills, particularly in Java/Scala and Python.
Worked with large data volumes, including processing, transforming and transporting large-scale data
Have hands-on experience with AWS and services like EC2, SQS, SNS, RDS, Cache etc.
Nice to have : Experience designing/developing/deploying machine learning models all the way to production using Java/Python backends.
You have a BS in Computer Science / Software Engineering or equivalent experience.
Have knowledge of Apache Hadoop, Apache Spark (including PySpark), Spark streaming, Kafka, Scala, Python, and similar technology stacks
Have a strong understanding & usage of algorithms and data structures.
You'll love working here because:
The People. You will be surrounded by some of the most talented, supportive, smart, and kind leaders and teams -- people you can be proud to work with!
Care Deeply. We take time to be present and partner with our team and communities.
Level Up. We navigate through ambiguity and go the extra mile.
Be A Better Neighbor. We build a diverse and sustainable community and encourage all voices.
Lead The Future Together. We value entrepreneurship and inspire by action.
The diverse culture. We believe that we make better decisions when our workforce reflects the diversity of the communities in which we operate. Women make up more than half of our team and leadership, and we strive to recruit and retain employees from all over the world.
The perks. TaskRabbit offers comprehensive medical benefits, generous vacation and holiday time off, commuter benefits, learning and development opportunities, career development trainings, monthly TaskRabbit product stipends, IKEA discounts, free lunch, weekly meditations, charity events, and a dog-friendly office.
TaskRabbit is a marketplace platform that conveniently connects people with Taskers to handle everyday home to-do's, such as furniture assembly, handyman work, moving help, and much more. Acquired by IKEA Group - the world's largest furniture retailer - in 2017, TaskRabbit operates now in seven countries and is expanding its global reach rapidly. As a pioneer of the sharing economy, TaskRabbit was founded in 2008 on the premise of neighbors helping neighbors. Since then, our network has grown to the UK, Canada, France, Germany, Spain, Portugal, and soon-to-be launched in Italy, yet our core mission has remained the same. We want to make everyday life easier for everyday people. And by doing that, we can make your neighborhood a little more familiar.
In 2017, TaskRabbit launched TaskRabbit for Good (TR4G), which connects neighbors to build sustainable and compassionate communities. TaskRabbit for Good was created to make it easier for neighbors to give back locally and make a positive impact in communities around the world. TaskRabbit donates a portion of its service fee from all TR4G initiatives to best-in-class local non-profit organizations tackling social and environmental challenges. TaskRabbit's headquarters is located in the heart of San Francisco, with two other offices in Austin, and London, though we are moving to a hub environment where employees will have the option of working from home or in offices.
Equal Opportunity Employer
TaskRabbit is an equal opportunity employer and values diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, ancestry, citizenship, gender, gender identity, sexual orientation, age, marital status, military/veteran status, or disability status. TaskRabbit is committed to working with and providing reasonable accommodation to applicants with physical and mental disabilities.
TaskRabbit will consider for employment all qualified applicants with criminal histories in a manner consistent with applicable law.