Software Engineer, Core Data Ingestion

The Core Data Ingest team is comprised of engineers who work cross-functionally to build data pipelines that enable us to ingest valuable information to further enhance the attribution displayed to our customers in our product. As a Software Engineer on the Core Data Ingestion team, you will be responsible for executing mission-critical systems and data services that ingest and analyze blockchain transaction activity at petabyte scale, and ultimately work to build a safer financial system for billions of people.

The impact you will have:

• Build highly reliable data services to integrate with dozens of blockchains.
• Develop complex ETL pipelines that transform and process petabytes of structured and unstructured data in real-time.
• Design and architect intricate data models for optimal storage and retrieval to support sub-second latency for querying blockchain data.
• Collaborate across departments, partnering with data scientists, backend engineers, and product managers to design and implement novel data models that enhance TRM’s products.

What we’re looking for:

• Write high-quality code. We mostly work in Python. However, languages can be learned: we care much more about your general engineering skill than knowledge of a particular language or framework.
• Versatility. Experience across the entire spectrum of data engineering, including:
  • Data stores (e.g., ClickHouse, ElasticSearch, Postgres, Redis, and Neo4j)
  • Data pipeline and workflow orchestration tools (e.g., Airflow, DBT, Luigi, Azkaban, Storm)
  • Data processing technologies and streaming workflows (e.g., Spark, Kafka, Flink)
  • Deployment and monitoring infrastructure in public cloud platforms (e.g., Docker, Terraform, Kubernetes, Datadog)
  • Loading, querying and transforming large data sets
• You're comfortable working with noisy, dirty, and unstructured data to cleanse, scrape and convert it into structured data
• A high degree of initiative and ownership, combined with the ability to navigate ambiguity and adapt quickly to change.
• Exceptional ability to structure problems and identify the most critical issues to prioritize.
• Ability to communicate complex ideas effectively to both technical and non-technical audiences, verbally and in writing.
• Experience working collaboratively in a cross-functional environment with a diverse group of people at all levels in an organization
• Passion for building a safer financial system for billions of people.
• Interest in virtual currencies, applications, and their use in financial networks and blockchain analysis is a plus.

About the Team:

• The Core Ingestion team is setup in a remote environment spreading across multiple geographical locations. We practice async communication using various Slack channels and Notion documents.
• As a team, we meet every Monday to discuss active and future projects. We also meet thrice a week in standups to discuss progress or blockers.
• We follow standard sprint ceremonies with 2 week development sprints.
• We believe in collaboration between team members as well as other teams in the engineering org. We are the first to call out any issues while also celebrating our team and team members’ success.
• We use standard metrics to measure our team’s velocity and deliveries and to enable feedback.
• We have a clearly defined path to the success of each team member and how to enable them.
• If you are looking to challenge the norm, this team is the right fit. We are not afraid to fail but we make sure we fail differently.
• We are just in hiring for the future growth of the team and the org.
• Team size: 8
  • 1 staff engineer
  • 4 L4’s
  • Globally distributed (1 in India, 2 in Egypt, 4 in US, 1 in LATAM)

• As a globally distributed team, the members follow 8:00 a.m. to 2:00 p.m. PST as the core working hours for meeting and coordination.
• Our team supports on call on a rotation basis with each developer taking the primary on call role every 7 weeks.

Learn about TRM Speed in this position:

• We are committed to addressing any blockchain data issues by acknowledging within 15 mins of the issue reported. Our diagnosis of the issue is within the first 4 hours. (depending on the severity). We were able to accomplish the established SLOs in more than 80% of the cases. We are aiming to increase that to 90% by H2 2025.
• The Core Ingestion team is now launching 4 - 8 new Blockchains every Quarter.
• Through innovative design and solutions, we have been able to save more than 25% of the team’s GCP costs by the end of Q3 2025.