TRM Labs

Senior MLOps Engineer

Remote

Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Blockchain, Financial Intelligence, Cybersecurity, Artificial Intelligence, AI & Machine LearningIndustries

Requirements

Candidates should possess strong general engineering skills, primarily in Python, with versatility across 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 is required, alongside proficiency in data processing and streaming workflows using Spark, Kafka, and Flink. Expertise in deployment and monitoring infrastructure on public cloud platforms including Docker, Terraform, Kubernetes, and Datadog is essential, as is experience with AI and ML integration tools like MLflow, Feast, ONNX, and Apache Beam. The ideal candidate is comfortable working with noisy, dirty, and unstructured data, demonstrates high initiative and ownership, excels at problem structuring and prioritization, and can communicate complex ideas effectively to diverse audiences. Prior experience in a cross-functional environment and a passion for building a safer financial system are also key requirements. Interest in virtual currencies and blockchain analysis is a plus.

Responsibilities

The Senior MLOps Engineer will be responsible for building and enhancing AI/ML model performance, ensuring data accuracy, consistency, and reliability for improved model training and inferencing. This role involves creating low latency, high throughput pipelines for real-time AI applications, enabling AI-powered insights for quick decision-making, and integrating/evaluating new AI technologies to accelerate innovation. Additionally, the engineer will help optimize operational costs, embed AI models into applications and platforms, and collaborate with data science, engineering, and business teams to facilitate a focus on model building over data wrangling.

Skills

MLOps
AI
Machine Learning
Data Pipelines
Blockchain
Cloud
Kubernetes
Docker
CI/CD
Python
Data Science
Software Engineering
Threat Intelligence
Real-time Applications
Model Performance
Data Accuracy
Data Consistency
Data Reliability
Low Latency
High Throughput
Operational Costs Optimization

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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