Work Model
Hybrid - 3 days in office and any key meetings
Locations
- Primary = Irving, TX
- Additional office sites = Addison, Atlanta, Chicago, Denver, Houston, Los Angeles, NYC, San Francisco and Seattle
About TA Digital
TA Digital is a digital transformation agency with 30-40% growth year-over-year focused on hiring leaders within the digital marketing space to support growth and build a scalable foundation for the future. Our vision is to provide innovative digital solutions and services by continuing to expand our leadership team and hiring superstars who may feel lost or marginalized within their current organizations. If you feel there are too many layers between you and decision makers, your current organization will not make the right decision even after you identify problems and recommend viable solutions, or you are ready for a bigger voice, larger platform or place for a stronger impact, then you should consider TA Digital because we are ready to talk to you!REMOTE ROLE for Contractor anywhere in N. America ** 12 month contract and possible extension ** Rate = $65 - 80/hr USD Based On Experience
Description
Data Engineers at TA Digital work closely with Subject Matter Experts (SMEs) to design the ontology (data model), develop data pipelines, and integrate Foundry with external systems containing the data. Data engineers also need to provide guidance and support on how to access and leverage the data foundation to create new workflows or analyze data.
Responsibilities Include
- Leverage Generative AI on AWS data
- Integrate new data sources to Foundry using Data Connection
- Implement 2-way integrations between Foundry and external systems
- Develop pipelines transforming tabular or unstructured data
- Implement data transformations in PySpark / PySpark SQL to derive new datasets or create ontology objects
- Set up support structures for pipelines running in production
- Monitor and debug critical issues such as data staleness or data quality
- Improve performance of data pipelines (latency, resource usage)
- Design and implement an ontology based on business requirements and available data
- Provide data engineering context for application development
Requirements
- Generative AI on AWS such as Amazon Bedrock, Amazon SageMaker, Amazon EC2, Amazon EC2 UltraClusters, AWS Trainium or AWS Inferentia
- Python – complete language proficiency
- SQL – proficiency in querying language (join types, filtering, aggregation) and data modeling (relationship types, constraints)
- PySpark – basic familiarity (DataFrame operations, PySpark SQL functions) and differences with other DataFrame implementations (Pandas)
- Distributed compute – conceptual knowledge of Hadoop and Spark (driver, executors, partitions)
- Databases – general familiarity with common relational database models and proprietary instantiations, such as SAP, Salesforce etc.
- Git – knowledge of version control / collaboration workflows and best practices
- Iterative working – familiarity with agile and iterative working methodology and rapid user feedback gathering concepts
- Data quality – best practices
About Us
At TA Digital, we humanize the digital world. As an end-to-end consultancy within Omnicom Precision Marketing Group and part of the Credera Network, we envision and create authentic experiences that address our clients' business challenges and delight their customers. Recognized on the Inc. 5000 list as one of the fastest-growing companies in the U.S. in six of the past nine years — including 2019, 2020, and 2021 — TA Digital is one of the few companies in the world to possess Adobe Global Platinum Solution Partner status. We also share high-level strategic partnerships with such world-class digital experience platform companies as SAP, Acquia, commercetools, Sitecore, and Elastic Path. Over the past 20+ years, TA Digital has positioned clients to achieve digital maturity by focusing on data, customer-centricity and exponential return on investment; by melding exceptional user experience and data-driven methodologies with artificial intelligence and machine learning, we enable digital transformations that intelligently build upon the strategies we set into motion. We are known as a global leader that assists marketing and technology executives in understanding the digital ecosystem while identifying cultural and operational gaps within their business - ultimately ushering organizations toward a more mature model and profitable digital landscape.
Join Us
We're always looking for passionate, talented people to work with us. We're from all over the globe, and our different skills and interests make us a diverse, close-knit company. As an organization, we value those differences, along with collaboration, empathy, transparency and a sense of purpose. If you're interested in using the latest technologies to innovate and drive digital transformation as part of a global marketing and corporate communications company (Omnicom Group), learn more about our open opportunities and follow TA Digital on LinkedIn, Twitter, Instagram, and Facebook. For more information, visit: www.tadigital.com EOE & OFCCP Compliant regardless of: Minority / Female / Veteran / Disabled / Sexual Orientation / Gender Identity / National Origin / Age / Genetic Information / Religion / All Protected Classes