TRM Labs is looking for an ML Platform Engineer to build and enhance AI/ML model performance, ensure data accuracy, and develop low latency, high throughput pipelines for real-time AI applications in the blockchain intelligence space. The goal is to enable AI-powered insights for quick decision-making and integrate new AI technologies to give TRM a competitive edge.
Requirements
- 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.
- 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
- AI and ML Integration tools like MLflow, Feast, ONNX, Apache Beam
Responsibilities
- Build and enhance AI/ML Model Performance
- Ensure data accuracy, consistency, and reliability, leading to better model training and inferencing
- Build low latency high throughput pipelines to enable real-time AI applications
- Enable AI-powered insights for quick decision-making
- Integrate and evaluate new AI technologies, accelerating innovation
- Help optimize operational costs while adding value
- Collaborate with data science, engineering, and business teams to shift focus on model building instead of data wrangling by embedding AI models into applications and platforms
Other
- 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.
