Anti-Money Laundering Analyst Resume Tips

What recruiters look for, keywords that get past ATS, and what skills to highlight in 2026.

A Day in the Life

An Anti-Money Laundering Analyst typically begins the day by reviewing an overnight queue of system-generated transaction monitoring alerts, triaging cases by risk score and typology to prioritize investigations involving structuring, layering, or smurfing patterns. Mid-day shifts to conducting enhanced due diligence on high-risk customers flagged during onboarding or periodic review, cross-referencing OFAC/SDN lists, PEP databases, and adverse media sources before drafting Suspicious Activity Reports (SARs) for escalation to the BSA Officer. The afternoon often involves collaborating with relationship managers on complex correspondent banking inquiries, updating case management documentation in systems like Actimize or NICE, and attending model governance meetings to review alert tuning thresholds for false-positive reduction.

ATS Keywords to Include

Recruiters and hiring software scan for these — make sure they appear naturally in your resume.

Example Resume Bullets

Strong bullet points use action verbs, specific context, and measurable outcomes. Adapt these for your own experience.

• • Investigated and dispositoned 55+ transaction monitoring alerts weekly within NICE Actimize, maintaining a 97% on-time closure rate and contributing to a 22% reduction in backlog over two quarters.
• • Authored and filed 140+ Suspicious Activity Reports annually with zero FinCEN return-to-filer corrections, ensuring full BSA regulatory compliance across a $4.2B commercial banking portfolio.
• • Conducted Enhanced Due Diligence reviews on 80+ high-risk correspondent banking relationships, leveraging Refinitiv World-Check and adverse media analysis to identify and escalate three accounts linked to OFAC-designated entities.
• • Partnered with data engineering to develop a custom SQL-based detection scenario targeting structuring patterns in wire transfers, flagging $3.1M in suspicious activity previously undetected by vendor rule sets.
• • Served as subject matter expert during a Federal Reserve AML examination, preparing 200+ pages of case documentation and receiving zero Matters Requiring Attention (MRAs) related to SAR quality or timeliness.

Tools & Technologies

Industry-standard tools hiring managers expect to see for this role.

Emerging Skills Worth Adding

Skills becoming highly valued in the next 2–3 years — early adoption signals forward-thinking candidates.

• → AI-augmented alert disposition — interpreting machine learning model outputs and providing human-in-the-loop validation to reduce false-positive rates
• → Virtual asset and DeFi typology analysis — tracing suspicious flows through crypto mixers, cross-chain bridges, and NFT wash trading schemes
• → Regulatory technology (RegTech) integration — configuring and stress-testing automated SAR filing pipelines and real-time payment monitoring under ISO 20022
• → Data analytics scripting (Python/SQL) — running ad hoc queries on transaction datasets to build custom detection scenarios beyond vendor rule sets
• → ESG-linked financial crime risk — identifying sanctions evasion and corruption patterns tied to environmental crimes such as illegal mining and wildlife trafficking

Common Questions