Senior MLOps Engineer at TRM Labs

Abu Dhabi, Abu Dhabi, United Arab Emirates

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Blockchain, Cryptocurrency, FinTechIndustries

Requirements

Write high-quality code, primarily in Python
Versatility in data engineering, including experience with data stores (ClickHouse, ElasticSearch, Postgres, Redis, Neo4j), data pipeline tools (Airflow, DBT, Luigi, Azkaban, Storm), data processing technologies (Spark, Kafka, Flink), and cloud deployment infrastructure (Docker, Terraform, Kubernetes, Datadog)
Experience loading, querying, and transforming large datasets
Familiarity with AI and ML integration tools like MLflow, Feast, ONNX, and Apache Beam
Comfort working with noisy, dirty, and unstructured data
High degree of initiative and ownership, with the ability to navigate ambiguity and adapt quickly
Exceptional ability to structure problems and identify critical issues
Ability to communicate complex ideas effectively
Experience working collaboratively in a cross-functional environment
Passion for building a safer financial system
Interest in virtual currencies, applications, and blockchain analysis (a plus)

Responsibilities

Build and enhance AI/ML model performance
Ensure data accuracy, consistency, and reliability
Build low-latency, high-throughput pipelines for real-time AI applications
Enable AI-powered insights for quick decision-making
Integrate and evaluate new AI technologies
Help optimize operational costs while adding value
Collaborate with data science, engineering, and business teams to shift focus on model building
Cleanse, scrape, and convert unstructured data into structured data
Identify and resolve critical issues rapidly
Anticipate and address procedural hurdles

Skills

Key technologies and capabilities for this role

MLOpsAIMachine LearningML PipelinesModel TrainingInferencingLow Latency PipelinesHigh ThroughputReal-time AIData PipelinesBlockchainData ScienceKubernetesDockerCI/CDTerraform

Questions & Answers

Common questions about this position

What programming languages or skills are required for this MLOps Engineer role?

The role requires writing high-quality code, mostly in Python, though languages can be learned as they prioritize general engineering skill over specific languages. Key experience includes data stores like ClickHouse, ElasticSearch, Postgres, Redis, and Neo4j; pipeline tools like Airflow and DBT; processing tech like Spark and Kafka; and deployment tools like Docker, Terraform, and Kubernetes.

What is the salary or compensation for the Senior MLOps Engineer position?

This information is not specified in the job description.

Is this Senior MLOps Engineer role remote or does it require office work?

This information is not specified in the job description.

What is the team structure and culture like at TRM Labs for this role?

You'll join a mission-driven, fast-paced multidisciplinary team of blockchain experts, data scientists, software engineers, and the MLOps Team established from the ground up, focused on enabling data-driven AI and machine learning applications in a collaborative environment tackling global challenges.

What makes a strong candidate for the Senior MLOps Engineer position?

Strong candidates demonstrate versatility across data engineering, comfort working with noisy unstructured data to create structured data, high initiative, and experience with AI/ML integration tools like MLflow and Feast, along with building low-latency pipelines and collaborating across teams.

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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