[Remote] Engineering Manager, Data Infrastructure & Serving Layer at TRM Labs

United States

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

BlockchainIndustries

Requirements

3+ years of engineering management experience, with a track record of building and scaling high-performing teams
5+ years of hands-on engineering experience building distributed serving systems, with deep knowledge of StarRocks on Iceberg, ClickHouse, or equivalent OLAP/serving technologies
Strong background in query engines, caching, materialized views, real-time ingestion (CDC/streaming), and hybrid batch + real-time serving architectures
Skilled in query optimization, indexing, partitioning, and pre-aggregation strategies at scale
Proficiency in Python, SQL, and solid understanding of database internals and query planning
Experience with Kubernetes, observability stacks, CI/CD, and reliability engineering practices
Ability to partner effectively with data science, product, and platform teams to deliver scalable data products
AI-native mindset: ability to leverage modern AI/ML tools and workflows to accelerate engineering productivity, data processing, and problem solving

Responsibilities

Lead and Scale a Team: Build and manage a high-performing group of engineers focused on the serving layer, balancing technical execution with career development and mentorship
Own the Serving Layer: Design, implement, and operate systems that provide low-latency, high-throughput access to petabyte-scale blockchain datasets
Architect Next-Gen Serving Infra: Drive adoption and evolution of StarRocks on Iceberg, ClickHouse, and related technologies to deliver hybrid OLAP and real-time query capabilities
Enable Data-as-a-Service: Build APIs, caching, indexing, and query engines that make processed data easily consumable by products, analysts, and external customers
Ensure Performance & Reliability: Establish and enforce SLAs for query latency and uptime; monitor, tune, and optimize queries, indexes, partitioning, and caching strategies
Cross-Functional Collaboration: Work closely with pipeline teams to define contracts, schemas, and freshness guarantees between batch/stream processing and serving systems
Production Ownership: Lead incident response and post-mortems for serving infra issues, ensuring resilience and continuous improvement
Strategic Vision: Shape the long-term roadmap for serving systems, balancing cost, performance, scalability, and developer experience

Skills

Key technologies and capabilities for this role

StarRocksIcebergClickHouseAPIsCachingIndexingQuery EnginesOLAPReal-time QueryingPartitioningQuery OptimizationHigh-throughput SystemsPetabyte-scale DataSLAs

Questions & Answers

Common questions about this position

What experience is required for this Engineering Manager role?

Candidates need 3+ years of engineering management experience building and scaling high-performing teams, plus 5+ years of hands-on engineering in distributed serving systems with expertise in StarRocks on Iceberg, ClickHouse, or equivalent OLAP technologies.

What technical skills are essential for the serving infrastructure role?

Key skills include mastery of distributed systems, query engines, caching, materialized views, real-time ingestion (CDC/streaming), hybrid batch + real-time serving architectures, plus expertise in query optimization, indexing, and partitioning.

What is the company culture like at TRM Labs?

TRM Labs has a mission-driven, fast-paced team of experts in law enforcement, data science, engineering, and financial intelligence, focused on tackling complex global challenges and making a meaningful impact.

What does the role involve in terms of team leadership?

The role requires leading and scaling a high-performing group of engineers focused on the serving layer, balancing technical execution with career development and mentorship.

What makes a strong candidate for this position?

A strong candidate has proven leadership in building teams, deep expertise in serving layer technologies like StarRocks and ClickHouse, and hands-on experience with distributed systems, query optimization, and cross-functional collaboration.

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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