TRM Labs

Senior ML Platform Engineer

Remote

Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Blockchain, Financial Intelligence, CybersecurityIndustries

Requirements

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.

Responsibilities

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.

Skills

AI
Machine Learning
Data Pipelines
Low Latency
High Throughput
Blockchain
Data Science
Software Engineering
Model Performance
Data Accuracy
Data Consistency
Data Reliability
Real-time AI
AI Technologies

TRM Labs

Blockchain intelligence for financial crime detection

About TRM Labs

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.

San Francisco, CaliforniaHeadquarters
2018Year Founded
$146MTotal Funding
SERIES_BCompany Stage
Data & Analytics, FintechIndustries
201-500Employees

Benefits

Remote Work Options
Annual Company Offsite
Professional Development Budget

Risks

Increased scrutiny in the UK could affect operations and partnerships in the region.
Collaboration with Tether and TRON may expose TRM Labs to reputational risks.
Cyberattack vulnerabilities in crypto exchanges could impact TRM Labs' clients.

Differentiation

TRM Labs specializes in blockchain intelligence for financial crime detection and investigation.
The company collaborates with major firms like PayPal, Visa, and government agencies.
TRM Labs offers subscription-based services and customized solutions for diverse client needs.

Upsides

Partnership with Four Inc. could increase government contracts in U.S. public sector.
Success in freezing $100 million in assets highlights effectiveness in public-private partnerships.
Collaboration with DeFi platforms like 1inch enhances influence in decentralized finance.

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