Bestow is looking for a Data Engineer II to build scalable data solutions within our platform and for external integrations. You will work across the company to improve data architecture, reliability, and quality while supporting data science and machine learning initiatives.
What You'll Do
- Build robust solutions for transferring data from first and third-party applications to and from the data warehouse.
- Develop hardened and repeatable (CI/CD) data models and pipelines to enable reporting, modeling and machine learning.
- Improve data availability to enterprise clients through traditional push delivery, cloud, and event-driven data sharing methods.
- Ensure data quality through automated monitoring and alerting, and occasionally serving within an on-call rotation.
- Leverage Google Cloud (GCP) tools and services to bring data workloads to production.
- Drive and support MLOps to improve Data Science monitoring and governance.
- Enable and support Generative AI pipelines, allowing internal teams to quickly prototype.
- Support the architecture and rollout of GenAI products and features into the marketplace.
- Collaborate with product, engineering, stakeholders and data teams to deliver informed solutions to platform and client needs.
What We're Looking For
- 4+ years working in a data engineering role that supports incoming/outgoing products supporting internal and external customers.
- 2+ years demonstrated expertise in designing an end-to-end data pipeline in cloud frameworks (such as GCP, AWS, Azure) with requirements from multiple stakeholders.
- 2+ years of Python or similar experience writing efficient, testable, and readable code.
- 2+ years experience in building streaming data ingestion pipelines.
- 1+ year of ML support and implementation or MLOps.
- Deep SQL experience with columnar databases such as Google BigQuery, Snowflake, or Amazon Redshift.
- Demonstrated experience with AI Coding assistants.
- Experience building CICD pipelines for data processing using tools such as Docker, CircleCI, dbt, git, etc.
- Able to manage infrastructure using IAC tools such as Terraform or Pulumi.
- Experience with common data orchestration tools such as Apache Airflow to manage SLOs and processing dependencies.
- Experience with creating alerts and monitoring pipelines which contribute to overall data governance.
- Experience with containerization and container orchestration technologies with cloud architecture and implementation features.
- Familiarity with standard IT security practices such as identity and access management (IAM), data protection, encryption, certificate, and key management.
- Adaptability to learn new technologies and products as the job demands.
Nice to Have
- Familiarity with building tools that draw upon Generative AI integrations (Enterprise-grade).
- Experience with data contracts, data lakes, and API development.
Technical Stack
- Languages & Tools: Python, dbt, git
- Cloud Platform: Google Cloud Platform (GCP)
- GCP Services: Cloud Run, Cloud Functions, Vertex AI, App Engine, Cloud Storage, IAM, Google BigQuery
- Orchestration & Workflow: Astronomer, Apache Airflow
- CI/CD & Infrastructure: Docker, CircleCI, Terraform, Pulumi
- Data Warehouses: Snowflake, Amazon Redshift
Team & Environment
You will work closely with internal analytics, data science, product, engineering, and stakeholders.
Benefits & Compensation
- Competitive salary and equity based on role.
- Flexible paid time off.
- Parental leave programs.
- 100% paid-premium option for medical, dental, and vision insurance.
- Lifestyle stipend to support physical, emotional, and financial wellbeing.
- Flexible work-from-home policy and open to remote.
- Remote and WFH options, as well as a state-of-the-art office in Dallas’ Deep Ellum.
- Employee-led diversity, equity, and inclusion initiatives.
Work Mode
This role operates on a hybrid schedule.
We value diversity at Bestow. The company will hire, recruit, and promote regardless of race, color, religion, sex, sexual orientation, gender identity or expression, national origin, pregnancy or maternity, veteran status, or any other status protected by applicable law.




