The Role
Lead replacement of the TapClicks ingestion tool with a custom ETL pipeline in AWS. Document legacy logic, evaluate Fivetran versus custom solutions, ingest Amazon DSP and other digital advertising data, and design a standalone system powering client dashboards. Collaborate with infrastructure and data science teams, align outputs with attribution models, and provide broader application and backend engineering support.
Summary Generated by Built In
AgileEngine is an Inc. 5000 company that creates award-winning software for Fortune 500 brands and trailblazing startups across 17+ industries. We rank among the leaders in areas like application development and AI/ML, and our people-first culture has earned us multiple Best Place to Work awards.
WHY JOIN US
If you're looking for a place to grow, make an impact, and work with people who care, we'd love to meet you!
ABOUT THE ROLE
We are looking for a Senior Data Engineer to lead the replacement of a third-party digital ingestion tool with a custom-built ETL pipeline. This person will document existing logic, evaluate build-vs-buy options such as Fivetran, and build a standalone pipeline within an existing AWS environment. Strong SQL and DSP or programmatic advertising experience are central to this role.
WHAT YOU WILL DO
- Document current ingestion logic inside the legacy tool (TapClicks), including sources, endpoints, schemas, and transformation logic.
- Build the ETL pipeline to replace the legacy system, handling ingestion from the Amazon API, other DSP platforms, and related digital data sources.
- Evaluate and decide between off-the-shelf solutions (e.g., Fivetran) and custom-built ETL systems alongside the Infrastructure Lead.
- Design the pipeline as a standalone, owned system to power client-facing dashboards.
- Provide flexible engineering support for application and backend work within the AWS environment when directed.
- Coordinate with data science teams to ensure ingestion output aligns with the attribution and scoring logic of downstream models.
- Work seamlessly within the existing AWS environment (ECS, S3, RDS) rather than standing up parallel infrastructure.
MUST HAVES
- 4+ years of strong SQL and large-scale data ingestion/pipeline experience (batch ETL, orchestration, schema design).
- Direct or adjacent experience with digital advertising / DSP data (e.g., Amazon DSP, Amazon Advertising API, or comparable programmatic platforms).
- Working knowledge of AWS data services (RDS/Postgres, S3, ECS) sufficient to build within an existing cloud environment.
- Ability to contribute to application and backend work beyond pure ETL to support broader platform needs.
- Familiarity with, or ability to quickly evaluate, managed ELT tools (such as Fivetran) against custom builds.
- Ability to ramp into existing attribution and scoring logic so ingestion output aligns with downstream dashboard needs.
- Upper-intermediate English level.
NICE TO HAVES
- Experience replacing legacy third-party data pipelines with owned, custom infrastructure.
- Familiarity with MLOps pipelines and how data feeds predictive models.
- Experience working alongside part-time technical advisory leads to validate architecture decisions.
PERKS AND BENEFITS
- Professional growth: Accelerate your professional journey with mentorship, TechTalks, and personalized growth roadmaps.
- Competitive compensation: We match your ever-growing skills, talent, and contributions with competitive USD-based compensation and budgets for education, fitness, and team activities.
- A selection of exciting projects: Join projects with modern solutions development and top-tier clients that include Fortune 500 enterprises and leading product brands.
- Flextime: Tailor your schedule for an optimal work-life balance, by having the options of working from home and going to the office – whatever makes you the happiest and most productive.
Skills Required
- 4+ years of strong SQL and large-scale data ingestion or pipeline experience, including batch ETL, orchestration, and schema design
- Direct or adjacent experience with digital advertising or DSP data, such as Amazon DSP or Amazon Advertising API
- Working knowledge of AWS data services, including RDS/PostgreSQL, S3, and ECS
- Ability to contribute to application and backend engineering beyond pure ETL
- Familiarity with or ability to evaluate managed ELT tools such as Fivetran against custom builds
- Ability to understand attribution and scoring logic and align ingestion outputs with downstream dashboard needs
- Upper-intermediate English proficiency
- Experience replacing legacy third-party data pipelines with owned custom infrastructure
- Familiarity with MLOps pipelines and data feeds for predictive models
- Experience working with part-time technical advisory leads to validate architecture decisions
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The Company
What We Do
AgileEngine is a privately held company established in 2010 that builds dedicated teams of designers and developers. We turn good ideas into awesome software that people actually want to use. Some of the biggest names and the hottest startups around the world chose us to build their tech.
