Data & Analytics RESUME GUIDE

50+ Data & Analytics Resume Examples - Here's What Works In 2022

Writing your resume is the first step to landing a job in the data & analytics industry. In this guide, we'll show you a curated list of 50 proven resumes that worked for candidates at top data and analytics companies, with samples for you to copy and templates to download.

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Here's a good way to list your data analyst experience, typically if you have between 4-6 years experience

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We've put together a number of free Data & Analytics resume templates that you can use. Choose a category depending on your field, or just scroll down to see all templates.

Data Analyst Data Engineer Business Analyst Data Scientist Data Entry Business Intelligence SQL Developer Actuarial Science Data Modeling Supply Chain Planner

Data Analyst Resumes

The resume is the first step to landing a data analyst role. We interviewed ten hiring managers and recruiters who hire for data analyst roles and found out exactly what they are looking for in 2022. Plus, we've compiled six templates you can use when writing your data analyst resume (Google Docs & PDFs included).

Entry Level Data Analyst

Entry level, students and recent graduates who want to break into data analysts can use a template like this one.

If you're a recent graduate or student, use this entry-level data analyst resume template when applying to jobs. It uses extra-curricular and project sections to supplement your work experience.

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Senior Data Analyst

Senior data analysts should not only focus on technical skills, but also on leadership elements of data analysis roles.

Senior data analyst resumes should have sufficient experience with handling large data sets and experience working cross-functionally. Keep the following in mind too:

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Analytics Manager

Analytics data manager resumes are management roles.

Analytics managers are senior-level data analysts that are more focused on managerial responsibilities than on data analyst projects. That said, they need to have a strong understanding of data analysis skill sets, so it's important to include relevant skill sets on your resume.

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Marketing Data Analyst

Marketing data analyst resumes should contain information related to specific marketing skill sets, such as Google Analytics, Online Marketing and Advertising.

Marketing data analysts are essentially data analysts that are focused on marketing and growth initiatives. The skill sets to mention on a marketing data analyst resume are generally exactly the same as other data analyst resumes, but you should also include marketing campaigns or tools in a skills section.

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Financial Data Analyst

Financial data analyst resumes should emphasize finance-related skills, such as financial reporting and analysis.

Financial data analysts are just data analysts that are in the financial industry. If you're applying for a data analyst role in 2022, you should include financial data analyst skills like Python and Finance Modeling into your resume.

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Data Analyst resume guide

Data Engineer Resumes

Data jobs have evolved greatly over time. Many roles have become more specialized. That means your resume will need to be specialized, too. Here are five examples of data engineer resumes to inspire you. These contain the key details that employers are looking for in applicants.

Senior Data Engineer

Senior data engineers need to show how their skills boosted company production, and how they have helped junior data employees how to do their jobs.

Senior data engineers need to do more than just use software to manage data. They need to be able to lead and guide junior data engineers as well. They need to show positive results in their work and show that they can instruct others how to do so too. For this job, your resume needs to explain what software you used, how it benefited the company, and preferably how many people you’ve managed or mentored.

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Big Data Engineer

Big data engineer resume sample that shows familiarity with key big data skills like Hadoop and Hive.

Big Data engineers need to have experience with various software engineering and design programs. They also need to work with other departments to effectively process big data. This resume shows experience interacting with other departments of companies to gather their data and achieve goals from it. It also shows how large the data is to emphasize the data this person had to work with.

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Data Warehouse Engineer

Data warehouse engineer resume sample that highlights core technical skills

Data warehouse engineers are essentially managers providing support to the data warehouse. They troubleshoot current procedures, strive to improve data organization, fix performance issues, translate data analysis into good data design, and collaborate with other data workers. A successful data warehouse engineer resume displays your higher-level skills and your effectiveness on teams.

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Entry Level Data Engineer

Entry-level data engineers can break into the field by using resumes that highlight core projects and skill sets

If you’re just starting in the data field, it’s important to list as many relevant skills and experience as possible. Activities that were done while at university are useful to add (plus, use projects if you don't have much formal work experience!). This sample does just that: it lists work experience that uses skills relevant to data engineers. It also details experience taken while being a student through extracurriculars.

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Data Engineer resume guide

Business Analyst Resumes

Business analysts are in high demand in today’s marketplace. Here are five examples of resumes that will help you land a business analyst job in 2022 (Google Docs and PDFs attached)

Entry Level Business Analyst

Entry level business analyst resume with education history, internship experience, and relevant projects

Business analyst positions may require more skills and experience than some other jobs do. However, if you’ve interned in business or data analytics, or if you have an educational background in areas such as computer science or math, you can still be a competitive candidate for a business analyst job. Emphasizing these experiences can be a good strategy if you don’t have much professional history.

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Technical Business Analyst

Technical business analyst resume with relevant metrics, technical skills, and work history

A technical business analyst works directly with technological systems and processes. They need to be able to pinpoint problems by troubleshooting, testing, debugging, and analyzing software and hardware. When you’re seeking this type of position, your resume should focus heavily on how you’ve used your technical skills to design workable solutions for problems.

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Senior Business Analyst

Senior business analyst resume with detailed work experience, bullet point accomplishments, and promotion

If you want a senior business analyst job, your resume shouldn’t only show your experience and accomplishments with business analytics; it should also demonstrate that you are highly motivated and have leadership capabilities. If you’ve been promoted in the past, or if you’ve coached or mentored other employees, mention these experiences so potential employers can see that you’ll be a good fit for a leadership role.

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Agile Business Analyst

Agile business analyst resume with work history and strong verbs

Agile business analysts specialize in the area of agile software development, which takes a collaborative, responsive approach to resolving software issues. To be a successful agile business analyst, you must be adept at working with a team while also designing excellent software that aligns with the Agile philosophy. Your resume should show that you are flexible, adaptable, and creative in your approach to solving problems.

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Business Analyst resume guide

Data Scientist Resumes

Data scientists are one of the hottest jobs of 2022. However, it’s also one of the most analytical, results-driven, and requires superb use of numbers. If you can show that on your resume, you’ll be on your way to a nice career as a data scientist. Here are five data scientist resume templates to help you get an idea of what to put in your resume.

Senior Data Scientist

Demonstrate growth in your senior data scientist resume by explaining promotions and ways you’ve improved your company’s bottom line.

If you’re trying to climb up to the top of the data scientist ladder, you need to show that you excelled in lower positions. Don’t forget to list what you did that earned you an upper-level role in your previous job. Recruiters love to see that you desire to grow. Talking about your transitions is key in this kind of resume.

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Entry Level Data Scientist

Entry level data science resume: When you don’t have much on the field experience, use the skills and projects you’ve done that are related to data science to communicate how effective you can be for the role.

Right out of college, you may not have much experience in the field. To supplement that, use your experience in clubs and activities, class projects, and useful coursework to help highlight your knowledge on the subject. Internship experience is essential, as well; any numeric results or accomplishments should be acknowledged. This sample does so by listing the percentages of costs, labor, and hours reduced thanks to their work.

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Data Science Manager

If you can show leadership abilities that lead to great results, display that in your data science manager resume just like this sample does.

To be a successful manager in any role, you need to have the experience of a manager. A focus on team management and leading a team to great results are examples you should list on your resume. Showing recruiters that you can lead a team or data science project that brings high-yield results is what will set your resume apart from other applicants. Data science is all about using data to drive decision-making and top-level KPIs, so make sure you add accomplishments to your resume that highlight how your work has affected your company’s bottom line.

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Data Science Vice President

If your work experience displays you consistently climbing higher up the job ladder, talk about it in a way that shows how successful you are at helping a team/company perform dramatic positive changes.

Like any VP role, the position of vice president of data science needs strong managerial skills. Not only will you need to manage a team, but that team will also have to consist of managers. Your goal is to implement and execute company-wide goals that greatly benefit the company. This sample lists out the processes done while managing managers lower on the corporate ladder, to bring in an increase of profit or a decrease in costs (or increase in productivity).

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Junior Data Scientist

Simple 2 column resume template that makes effective use of all the space in the document.

Junior data scientists are just data scientists that have under five years of industry experience, or have recently made a career change into the field. The title is sometimes used interchangeably with the regular 'data scientist', so you can use this template whether or not you're a junior data scientist or have some experience in the field.

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Career Change into Data Science

Career change into data science

If you're trying to break into data science, but don't have formal data science experience yet, use a template like this one.

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Data Scientist resume guide

Data Entry Resumes

The data entry field requires a minimum amount of training but offers substantial potential for employment due to data entry specialists being in high demand. This guide covers what your data entry resume should include, using four templates as examples and industry-based tips to round it out.

Data Entry Clerk

Even with a varied background, you can emphasize your data entry skills by using strong data entry verbs and numerical data points.

Data entry clerks can wear many hats across different fields. If your experience is similarly varied, you can still emphasize your data entry skills by starting your bullet points with relevant action verbs and including a numerical value for each one.

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Entry Level Data Entry Analyst

Entry level applicants can shine if they focus on data entry roles, skills, or courses they’ve participated in.

Even without significant experience, you can elevate your resume by focusing on your past accomplishments that were relevant to data entry work (like this applicant does). If you took classes related to data entry or technical skills, you should include them, and if any volunteer work or extracurricular activities involved data entry projects, you should include those as well.

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Data Entry Specialist

Experienced data entry specialists should aim to include accomplishments and action verbs that indicate their growth in the role.

If you have a long background in data entry, you should aim to highlight the most impressive achievements in your most recent or current achievements (while having more basic, numerical accomplishments at your older positions) to demonstrate your ongoing progression of skill and responsibility. Data entry specialists should also have experience with data entry technologies and automation tools.

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Data Entry resume guide

Business Intelligence Resumes

Want to land a role in business intelligence? A strong resume is a key part of your application. Ensuring you’ve included the relevant skills and experience on your resume is important to helping you stand out from the rest of the crowd. Below, we’ve compiled six resume templates with the most important qualities to have in 2022. (Google Docs and PDFs attached).

Business Intelligence Developer

When crafting your business intelligence development resume, include concrete examples of your past accomplishments.

A business intelligence developer takes it a step beyond mere data manipulation or interpretation. Instead, they’re busy building the tools that analyze data -- including query tools, data visualization dashboards, and data modelling tools. As such, this is a rather technical role and involves detailed expertise of the projects and data you have worked with. When you are putting together your business intelligence application, make sure to use strong action verbs and quantifiable metrics to back up your work achievements.

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Business Intelligence Director

Business intelligence directors should use strong action verbs to emphasize their leadership experience.

A business intelligence director is responsible for overseeing the vision and direction of a company’s business intelligence affairs. This involves providing strategic guidance over what and how data is analyzed, understanding and applying macro trends from their given industry, and making tactical decisions on data management and gathering. You’ll want to be sure to emphasize your leadership qualities and past experience with people management, as well as bolster your work experience with strong action verbs and metrics.

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Data Warehouse Engineer

Data warehouse engineers should showcase their career trajectory and emphasize their technical skills.

A data warehouse engineer works on the backend development of a company’s data warehouse. This includes everything from building and managing data warehouse strategies, executing those strategies, and overseeing the technical design of data warehouse projects. It’s a specialized and deeply technical role, and it requires deep expertise in project deployment and knowledge of all things data. When crafting your resume, don’t forget to highlight your strengths in those areas.

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Tableau Developer

When applying to a Tableau Developer role, include technical project achievements and relevant career experience.

If you’re applying to a role as a Tableau Developer, use this resume to craft your application. Tableau Developers are responsible for putting together Tableau reports, preparing and cleaning data before loading dashboards, and developing custom scripts. While creating business intelligence reports, you’ll also be tasked to troubleshoot any issues that may come up with data connections on the backend. As with most engineering roles, you’ll want to emphasize your technical achievements and demonstrate your expertise in the industry.

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Senior Tableau Developer

Senior tableau developers should showcase their Tableau expertise and highlight relevant technical skills.

Use this resume template if you are applying to a senior tableau developer role. The next level up from a Tableau Developer position, a Senior Tableau Developer tends to have more oversight and may even manage younger developers, providing strategic direction and assisting with troubleshooting data issues. You’ll also be tasked on technical projects, such as building interactive and customizable dashboards and blending data to provide actionable insights for your company.

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Business Intelligence resume guide

SQL Developer Resumes

SQL developers are constantly in demand given that SQL is the foundation of most databases used across enterprises. Therefore, there’s no better time than now to apply for roles in this field. Here is a guide to writing a standout SQL developer resume, which includes useful resume templates and industry-specific tips.

Junior SQL Developer

This Junior SQL Developer resume template highlights one's experience developing an application that helped the client with their business.

As a junior SQL developer, you must prove to employers that you're someone who has considerably done work on applications and database systems and proactively found solutions to the needs of organizations. You may not be a full-fledged expert yet, but you're at a position to learn new things quickly while working productively with senior developers.

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PL/SQL Developer

This PL/SQL Developer resume helps in proving one's ability to manage multiple projects and be highly organized with data.

PL/SQL (Procedural Language for SQL) is the procedural extension for SQL that’s used in Oracle. The role of a PL/SQL developer involves developing and maintaining PL/SQL scripts. PL/SQL developers are very technical, are strong with SQL and procedural languages. They also need to be able to detect and resolve issues quickly, especially when it comes to transformation and data extraction in and out of company systems.

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SQL Analyst

This SQL Analyst resume template demonstrates one's skills and abilities with managing projects involving a great amount of scripts.

A SQL analyst uses the SQL language to interpret data related to the day-to-day operations and functions of a business or organization. The importance of this role is providing managers with valuable insights from analytics by describing, predicting and citing ways to improve business performance.

This resume highlights the person's level of proficiency with scripts and code that needs to be constantly reviewed, corrected and modified in order to positively impact the growth of a business or organization. It's all about revealing numbers and values in projects that one has previously worked on, which this resume outlines very well.

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SQL Data Analyst

This SQL Data Analyst resume template can help you design a resume that puts emphasis on the right skills and achievements.

A SQL data analyst is similar to a data analyst, but they specifically use SQL to prepare data and insights. For this kind of role, managers look for someone who is capable of not just analyzing data but also designing scripts for the purposes for data integration and cleaning, as well as for forming databases. Other key areas that a SQL data analyst handles includes query writing and resolving data issues.

Given the things that a SQL data analyst does on a daily basis, it's essential that your resume proves how confident and well-experienced you are with not only sorting through countless data but also writing scripts, and regularly reviewing them to improve the activities of your employer or organization. This resume is able to touch on all those characteristics perfectly.

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SQL Database Administrator

An SQL Database Administrator resume template that shows experience with database admin, SQL and database systems.

To work as a SQL database administrator (or SQL DBA), there's a lot of emphasis that must be placed on being able to manage SQL servers successfully — this could include general administration of databases, but also .... That means not only proving that you're an analytical person but also someone who's great at multitasking, particularly when it comes to complicated undertakings like server migrations.

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SQL Developer resume guide

Actuarial Science Resumes

Actuarial science is the analytical assessment of risk. Landing a job in this field requires a very specific set of skills and qualifications. We will show you how to craft a resume that will stand out and attract recruiters.

Actuarial Manager

An actuarial manager resume template that shows career progression and highlights communication skills

An actuarial manager needs to have all the skills and experience of an actuarial analyst as well as managerial skills. They will generally be managing a team of actuaries and ensuring they meet all targets and expectations. They will also need strong communication skills to manage their team well, and communicate with their superiors on behalf of their team. This resume does a good job of emphasizing actuarial experience and communication skills.

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Chief Actuarial/Risk Officer

A chief actuarial risk officer sample resume that highlights fiscal success and managerial skills

Whereas an actuarial manager may manage a team of actuaries, a chief actuarial/risk officer will manage the entire department. As such a lot of their focus will be on managing the department as opposed to doing the actual analytical work themselves. They will also serve as advisors to the executives of the company and will give presentations and summaries of the department's work. Employers will be looking for resumes that highlight an applicant's ability to supervise and manage a team as well as coordinate and produce results for large projects.

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Senior Actuarial Analyst

A senior actuarial analyst sample resume that highlights relevant qualifications, skills, tools and techniques

Like an actuarial analyst, senior actuarial analysts will analyze and assess financial risk for a company. For this senior position, you will most likely be expected to have certification or a license and will need to show your experience in the field. You may also have actuarial analysts working under you, so highlighting your managerial and leadership skills will be a huge plus. This resume is effective in highlighting the applicant's ability to manage a team as well as listing all the tools they are experienced in using.

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Actuarial Science resume guide

Data Modeling Resumes

As is usually the case, business organizations start small and grow big over time. With growth comes the need to streamline organizational processes to increase productivity, reduce risks and complexity, improve collaboration and business processes, etc. It all starts with creating a suitable data model. Data modeling is one of the top skills in an extremely competitive data science industry. So how do you make your data modeling resume stand out? This is how.

Oracle Data Modeler

An Oracle data modeler ressume template showing expertise in designing OLTP, OLAP systems and conceptual logical models.

Aligning your data modeling skills to a specific niche makes your resume stand out. As an Oracle Data modeler, your expertise is in developing Oracle databases. These databases are fully scalable, so they are preferred by enterprises managing and processing data across local and wide area networks. An Oracle Data Modeler resume focuses on showcasing experience and value using Oracle. As one of the most cost-effective and flexible databases for managing applications and information, Oracle skills are in-demand. So, the resume summary should ideally capture your top oracle data modeling skills and their impact on organizational goals.

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Junior Data Modeler

A Junior Data Modeler resume template showcasing the applicant's experience in relational & dimensional data modeliing.

Junior Data Modeling jobs are entry-level positions that mostly involve developing conceptual, physical, and logical data models to support business intelligence and data analysis requirements. They also ensure technology solutions align with data architecture principles. A person in this position is expected to be experienced in complex data systems and solutions. The resume highlights the key technical skills of the applicant. The job applicant prioritizes the experience gained over five years in the industry. Skills are a staple for data modeling resumes. Therefore, resumes devote a special section to highlight the applicant's skills regardless of their duration in the industry.

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Data Modeling resume guide

Supply Chain Planner Resumes

Supply chain planners are the heart of any company that produces and sells goods. They regulate the production process and storage of the company’s goods to ensure a steady supply at a reasonable cost to the company. We’ve curated strong sample resumes of supply chain planners and details on how you can write your own.

Supply and Import Planner

Supply and import planner sample resume that highlights career progression and extra skills.

A supply and import planner deals specifically with all importation in the supply chain. This could include the importation of raw materials or machines for producing the company’s goods, or the importation of company goods that were manufactured abroad. Your tasks will include working with the relevant stakeholders and also strategizing on how to make any supply importations more efficient. Vital for this role is an expert understanding of customs regulations and relevant laws in both the sender and receiver countries. Attention to detail, as well as strong communication skills, are also important, as you will be communicating with government entities (customs officials), transportation entities (shipping or airline companies), and other stakeholders. A strong supply and import planner resume will highlight your successes working with international stakeholders as well as your successes in streamlining the importation process. Highlighting your communication experience would also be highly beneficial, so use action verbs like ‘liaised’, ‘communicated’ etc. as this resume has done.

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Supply Chain Demand Planner

Supply Chain Demand Planner resume sample that highlights sales background and quantifiable success.

While a supply planner will ensure a company has adequate inventory to supply to customers, a supply chain demand planner focuses on ensuring a company has a customer base and explores how to increase the customer base. You will be in charge of creating relationships with potential customers, including retailers and online marketplaces. You will work closely with supply planners to ensure the company’s goods get to the customers. You will make forecasts of demand needs, and like the supply planners, you will constantly interrogate the system to look for places to maximize efficiency. To thrive in this position, you will need strong communication skills, and an acute knowledge of the industry you are working in and the demand and sales trends of the goods your company is selling. Project management skills are also essential. This resume succeeds in highlighting all of the above.

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Planning and Supply Chain Specialist

Planning and supply chain specialist sample resume that highlight applicant's certifications and tools set.

A planning and supply chain specialist oversees and manages the production, transportation, and storage of a company’s goods. This is a logistics-heavy position and requires strong project management and quick problem-solving skills. You will also need strong communication skills as you will be coordinating multiple teams and departments. Recruiters will expect your resume to reflect an educational background in supply chain management or a related field like economics or business. In addition, they will be looking to see extensive experience in supply chain management and experience using supply chain management software. This resume does all the above successfully.

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Supply Chain Planner resume guide

Action Verbs For Data & Analytics Resumes

Analyzed
Assessed
Systemized
Summarized
Researched
Collected
Derived
Evaluated
Researched
Forecasted
Modelled
Predicted

How to use these action verbs?

Each bullet point or accomplishment on your data & analytics resume should start with an action verb, which highlights your role in your accomplishment. Using strong action verbs helps your achievements stand out to recruiters.

Use action verbs that are relevant to the exact job you're applying to. If it's a data analyst role, use action verbs like 'Analyzed', while if it's role involving a lot of data collection, use verbs like "Collected" or "Processed".

Data & Analytics Resume Guide

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