data-analytics

AML Investigations Analyst

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Eva Martinez

Senior AML Investigations Analyst

[email protected] | +1 (503) 456-7890 | linkedin.com/in/eva-martinez | evamartinezaml.com | Portland, OR

Professional Summary

AML investigations analyst with 4+ years of experience reviewing transaction alerts, conducting enhanced due diligence, and documenting suspicious activity for banking compliance teams. Skilled at case management, SAR narrative support, and risk-based investigations across retail and commercial accounts. Works effectively with compliance, legal, and operations partners to improve monitoring quality and keep reviews audit-ready.

Skills

Python, Machine Learning, Data Analysis, TensorFlow, Actimize, LexisNexis, Regulatory Reporting, KYC Procedures

Work Experience

Senior AML Analyst

05/2022

Global Financial Services

New York, NY

Reviewed complex alert and case queues across wires, ACH, and card activity, escalating suspicious patterns and drafting support for suspicious activity reports.

Partnered with monitoring and operations teams to refine alert thresholds, improving case quality and reducing duplicate reviews by 18%.

Built QA checklists and onboarding sessions for new analysts, helping the team apply investigation standards and escalation paths consistently.

Worked with legal and compliance partners to update procedures for high-risk customer reviews, sanctions overlap, and regulatory escalations.

AML Analyst

06/2019 - 04/2022

International Bank Ltd

London, UK

Investigated roughly 50,000 transactions each month across retail and commercial accounts, documenting typologies, customer behavior, and disposition rationale.

Improved the KYC refresh workflow by standardizing source-of-funds requests and case notes, cutting average review turnaround by 30%.

AML Analyst Intern

08/2018 - 05/2019

Financial Advisory Services

Boston, MA

Assisted with reviews of 200 high-risk customer profiles, gathering adverse media, beneficial ownership, and expected-activity information for escalations.

Supported the rollout of a risk-rating framework used by 10 business units to standardize enhanced due diligence triggers and review steps.

Projects

AML Fraud Detection System

Built a Python-based alert review prototype that grouped related transactions, highlighted common red flags, and reduced duplicate review steps by 18% in sample casework.

AML Compliance App

Created a mobile reference app with AML typologies, EDD checklists, and regulatory update summaries to help analysts prepare investigations and document findings more consistently.

Education

Master of Science in Financial Crime Management

09/2015 - 05/2017

University of Portland

Portland, OR

Relevant coursework: Transaction Monitoring, Financial Investigations, Sanctions Compliance, Compliance Analytics. GPA: 3.9

Certifications

Certified Anti-Money Laundering Specialist (CAMS)

06/2024

ACAMS

Completed ACAMS training and examination covering AML controls, investigations, sanctions risk, and suspicious activity reporting.

Python for Data Science

03/2025

DataCamp

Completed practical coursework in Python, data cleaning, and exploratory analysis to support transaction review and compliance reporting.

Why This Template Works

This resume format works exceptionally well with Applicant Tracking Systems (ATS) due to its clear and concise presentation of skills, experience, and achievements relevant to the position of a Senior Anti-Money Laundering Analyst. The inclusion of bullet points under each role description ensures that ATS can easily scan for keywords such as 'AML analyst', 'regulatory compliance', and 'financial crime investigation'. Furthermore, by incorporating quantifiable achievements where possible, this resume stands out among others submitted through online applications.

In addition to optimizing for ATS compatibility, the template also aligns well with human readers. It maintains a professional tone throughout while highlighting key accomplishments that demonstrate the candidate's value proposition in the field of anti-money laundering and financial crime prevention.

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How to Write This Resume

How to Write This Resume

Expert guidelines and best practices for each section of your resume.

01

Contact

Contact

First Name Last Name City, State, Zip Code Phone Number | Email Address LinkedIn Profile URL | Portfolio URL (Optional)

General Guidelines

Your contact information is the first section recruiters see. Keep it concise and professional. Ensure your email address is appropriate (e.g., [email protected]). Include your LinkedIn profile for a comprehensive view of your professional journey. A portfolio or personal website is recommended for creative, technical, or design roles.

Avoid This

Do not include your full physical address (street number/name) for privacy reasons. Avoid including personal details like marital status, age, photo, or social security number unless specifically required in your country. Don't use unprofessional email addresses.

Real Examples

Don't

Eva Martinez 1234 Elm St, Apt B, Portland, OR 97086 (503) 456-7890 | [email protected] github.com/evamartinezaml

Do

Eva Martinez Portland, OR +1 (503) 456-7890 | [email protected] linkedin.com/in/eva-martinez | evamartinezaml.com

Quick Tips

  • Use a professional email address (firstname.lastname format)
  • Ensure your voicemail is set up and professional
  • Double-check your phone number and email for typos
  • Make your LinkedIn URL custom (linkedin.com/in/yourname)

02

Summary

Summary

Professional Title

Result-oriented [Role Name] with [Number] years of experience in [Key Skills/Industries]. Proven track record of [Major Achievement]. Skilled in [Key Technologies/Skills]. Committed to delivering [Specific Value] for [Target Industry/Company type].

General Guidelines

A professional summary is your elevator pitch. It should be 3-5 sentences long, summarizing your experience, key skills, and major achievements. Tailor it to the job description by using relevant keywords. Focus on what makes you unique and the value you bring to potential employers.

Avoid This

Avoid generic objectives like 'Looking for a challenging role to grow my skills.' Recruiters want to know what value you bring to them, not what you want from them. Don't use first-person pronouns (I, me, my). Keep it concise and impactful.

Real Examples

Compare a weak objective with a strong professional summary.

Don't

Objective: I am a hard-working individual looking for a AML Analyst position where I can learn new things and advance my career.

Do

Senior AML Analyst with over 6 years of experience in regulatory compliance and financial crime investigation. Successfully identified and reported suspicious activity patterns, leading to the prevention of significant financial losses for a major international bank. Proficient in using software like Actimize and LexisNexis, and adept at navigating complex AML regulations across multiple jurisdictions.

Quick Tips

  • Quantify achievements where possible (e.g., 'Increased revenue by 20%')
  • Keep it under 5 lines for readability
  • Use strong action verbs to start sentences
  • Tailor the summary to match the job description

03

Skills

Skills

Technical Skills

  • Languages: [List]
  • Frameworks: [List]
  • Tools: [List]

Soft Skills

  • [Skill 1], [Skill 2], [Skill 3]

General Guidelines

Group your skills logically (e.g., Languages, Frameworks, Tools). Focus on hard skills relevant to the job. List skills in order of proficiency or relevance. Soft skills are better demonstrated through bullet points in your experience section rather than a bare list.

Avoid This

Do not list skills you are not comfortable using in an interview. Avoid using progress bars or percentages to rate your skills (e.g., "Java: 80%") as they are subjective and often misinterpreted. Don't include outdated technologies unless specifically required.

Real Examples

Don't

Java: 80%, Python: 75%

Do

Python, Java

Don't

Advanced Excel (VBA macros, PivotTables)

Do

Microsoft Excel, VBA Macros, Advanced Analytics and Automation

Quick Tips

  • Focus on the most relevant technical skills that align with AML Analyst roles such as Python, TensorFlow, Actimize, LexisNexis.
  • Prioritize your skill list based on proficiency or industry standard. For example, place more emphasis on machine learning frameworks over basic software like Excel unless it's integral to the role.
  • Avoid listing soft skills in a separate section; instead, integrate them into the experience section with specific examples of how you have utilized these skills.
  • Include any certifications related to AML compliance or data analysis under relevant sections rather than as standalone skills.

04

Experience

Experience

Job Title | Company Name | Location\nMonth Year – Month Year\n\n- Action Verb + Context + Result (Quantified)\n- Led [Project] resulting in [Outcome]\n- Collaborated with [Team] to implement [Feature]

General Guidelines

This is the core of your resume. Use reverse-chronological order (most recent first). Start each bullet with a strong action verb. Focus on achievements and impact, not just duties. Use numbers to quantify your impact (dollars, percentages, time saved, users affected). Show progression and increasing responsibility.

Avoid This

Avoid passive language like "Responsible for..." or "Tasked with...." Don't list every single daily task; focus on significant contributions and measurable outcomes. Avoid jargon that recruiters outside your field won't understand.

Real Examples

Practical example showing do's and don'ts for experiences

Don't

Responsible for reviewing transactions for suspicious activities in the system

Do

Identified and reported 25 suspicious activity patterns, preventing potential losses of $3 million.

Don't

Implemented machine learning models as part of my tasks

Do

Led the development of advanced machine learning models, reducing false positives by 30%.

Quick Tips

  • Use strong action verbs to start each bullet point (e.g., Led, Implemented, Collaborated).
  • Quantify your achievements whenever possible with numbers or percentages.
  • Show progression in responsibilities and complexity of tasks over time across different roles.
  • Focus on significant contributions that had a measurable impact on the company's success.

05

Education

Education

Degree Name | University Name | Location Month Year – Month Year

  • Relevant Coursework: [Course 1], [Course 2]
  • Honors/Awards: [Award Name]
  • GPA: X.X (if above 3.5)

General Guidelines

List your highest degree first. If you have significant work experience, keep the education section brief. Include your GPA only if it is above 3.5 or if you are a recent graduate. Highlight relevant coursework, academic projects, honors, or leadership roles.

Avoid This

Do not include high school details if you have a college degree. Avoid listing every single course you took; select only the most relevant ones. Don't include graduation dates from decades ago if age discrimination is a concern in your field.

Real Examples

Practical example showing do's and don'ts for educations

Don't

Master of Science in Financial Crime Management | University of Portland | Portland, OR September 2015 – May 2017

  • Courses: Calculus I, Differential Equations, Linear Algebra
  • GPA: 3.9
Do

Master of Science in Financial Crime Management | University of Portland | Portland, OR September 2015 – May 2017

  • Relevant Coursework: Data Analytics for Financial Investigations, Machine Learning Applications in AML, International Anti-Money Laundering Regulations
  • Honors/Awards: Dean's List (Fall 2016)
  • GPA: 3.9

Quick Tips

  • Focus on your most relevant degree that aligns closely with your current or desired AML Analyst role.
  • Highlight specific coursework and projects that demonstrate skills related to data analysis, machine learning, and compliance regulations.
  • Include any honors, awards, or recognitions you received during your academic career if they are directly relevant to your professional experience in AML.
  • Use bullet points to break down your education section for clarity and readability.

06

Projects

Projects

Project Name | Tools/Technologies Used

  • Briefly describe what you created and its purpose
  • Highlight specific challenges you solved
  • Link to portfolio or demo if available

General Guidelines

Projects are excellent for demonstrating practical skills, especially if you lack work experience or are changing careers. Include a link to your portfolio or demo if possible. Focus on projects that show problem-solving skills and relevant tools for the target role.

Avoid This

Don't include trivial tutorials unless you significantly expanded on them. Avoid projects that are outdated, incomplete, or irrelevant to the role you're applying for. Don't just list technologies—explain what you created and why it matters.

Real Examples

Practical example showing do's and don'ts for projects

Don't

Built a simple transaction monitoring system using Actimize without any real-world application or specific challenge addressed. Focused on the tool used rather than the outcome.

Do

Developed an advanced machine learning-based fraud detection model using Python and TensorFlow that reduced false positives by 25% in simulated AML scenarios. Emphasized solving real-world challenges such as identifying suspicious patterns while minimizing false alarms.

Quick Tips

  • Ensure each project showcases a unique problem-solving approach relevant to the AML field, emphasizing both technical and practical outcomes.
  • Mention specific tools, internal controls, or investigation methods that directly support AML review work.
  • Highlight any real-world impact or measurable results from your projects, such as reduced false positives or improved regulatory compliance scores.
  • Include a link to live demos or detailed documentation of your projects whenever possible to provide tangible evidence of your capabilities.

Frequently Asked Questions

Common questions about this role and how to best present it on your resume.

Strong transaction monitoring, KYC and EDD review, clear writing, and working knowledge of AML regulations and case tools are core for this role.

Briefly explain the gap in your cover letter or interview, and use the resume to show relevant coursework, certifications, contract work, or volunteer experience completed during that period.

Employers usually look for experience with alert investigations, customer due diligence, sanctions or fraud workflows, and clear case documentation. CAMS or similar certifications can help but are not always required.

It matters because analysts often review cross-border activity. Familiarity with multiple regulatory expectations helps you escalate issues clearly and document decisions.

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