Senior Machine Learning Engineer - (Platform)
CoinbaseFull Time
Senior (5 to 8 years)
Candidates should possess strong general engineering skills with proficiency in Python, and experience across the entire spectrum of data engineering, including data stores like ClickHouse, ElasticSearch, Postgres, Redis, and Neo4j. Experience with data pipeline and workflow orchestration tools such as Airflow, DBT, Luigi, Azkaban, and Storm, as well as data processing technologies and streaming workflows like Spark, Kafka, and Flink is required. Proficiency in deployment and monitoring infrastructure in public cloud platforms including Docker, Terraform, Kubernetes, and Datadog, along with experience in loading, querying, and transforming large datasets, and familiarity with AI and ML integration tools like MLflow, Feast, ONNX, and Apache Beam are essential. The ideal candidate is comfortable working with noisy, dirty, and unstructured data, demonstrates a high degree of initiative and ownership, can navigate ambiguity, and possesses an exceptional ability to structure problems and prioritize critical issues. Strong communication skills for conveying complex ideas to diverse audiences and experience in collaborative, cross-functional environments are also necessary. A passion for building a safer financial system and an interest in virtual currencies and blockchain analysis are a plus.
The Senior ML Platform Engineer will build and enhance AI/ML model performance, ensuring data accuracy, consistency, and reliability for improved model training and inferencing. Responsibilities include building low latency, high throughput pipelines for real-time AI applications, enabling AI-powered insights for quick decision-making, and integrating and evaluating new AI technologies to accelerate innovation. The role also involves optimizing operational costs while adding value and collaborating with data science, engineering, and business teams to embed AI models into applications and platforms, thereby shifting focus towards model building.
Blockchain intelligence for financial crime detection
TRM Labs focuses on blockchain intelligence to assist financial institutions, cryptocurrency businesses, and government agencies in identifying and investigating financial crimes and fraud related to cryptocurrencies. The company utilizes advanced data engineering, data science, and threat intelligence to provide tools and insights that help clients combat illicit activities in the crypto sector. TRM Labs serves a wide range of clients, including banks and regulatory bodies, and generates revenue through subscription-based services and customized solutions. Its goal is to enhance the security and integrity of the global financial system by offering comprehensive blockchain analytics and investigative capabilities.