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With advancement in technology over the years, it has become almost impossible to escape data. As per the US Bureau of Labor Statistics reports, data scientists are projected to grow by 31%.

To bag a decent job in the current market, you need to create a recruiter-friendly resume following updated industry standards. Lucky for you, this guide will provide you a well-rounded source for all those tips

Here are the entry level data scientist resume tips to create the best entry level data scientist resume:

• What is the suitable resume format for entry level data science resume?
• How to organize your entry level data scientist resume with distinct sections?
• How to optimize the header section of your entry level data scientist resume for maximum impact?
• How to write a perfect professional experience section of the data science resume?
• What is the best way to enter educational details in your entry level data scientist resume?
• What are the data science skills you should include?
• How to curate an impeccable entry level data scientist resume summary?

Data Scientist Salary

The salary of a data scientist depends on various factors including place of work, seniority level, location, and so on. However, you can get higher pay by developing your skills and being updated with industry trends.

Here is a list of data scientist salaries based on cities:

City	Data Science Salary
San Francisco	$121,836
Seattle	$108,399
New York	$101,387
Boston	$101,064
Los Angeles	$99,014
Austin	$96,495
Atlanta	$91,049
Washington, D.C.	$89,738
Chicago	$88,758
Charlotte	$87,306

Entry Level Data Science Resume Formats

Your junior data science resume may get rejected despite being up to date. It could be because it did not get past the ATS, which most companies have as of late. Along with including all of your professional details, you must ensure that your data science resume is ATS-friendly.

To hold together your details together, you need to pick the most suitable resume format.

Also read: How do I make sure my resume is ATS-compliant?

Chronological Format:

This format has a time based approach, highlighting most recent experience first. It gives a clear insight into your career trajectory.

Along with being recruiter-friendly, it is also ATS-friendly because of it's error-free structure. It also shows that the candidate has nothing to hide, so if you have gaps in your resume, you might want to skip this one.

Functional Format

It is used by professionals who changed their industries and by those who have gaps in their professional experience timeline. However, it has the con of being non-ATS-compliant.

Combination Format:

You can opt for resume format if you have vast experience in your field of work. This format allows you to broadly highlight your skills as well as describe your work experience

Also read: How and when to use the correct resume format?

Organize Your Entry Level Data Science Resume

An ideal resume should contain all the distinct sections that can make the resume ATS-compliant as well as recruiters-friendly.

The following is a list of the traditional resume sections:

• Header
• Personal Information
• Profile Title
• Summary/Objective
• Key Skills
• Professional Experience
• Education

You can provide the details of the following to further explore your professional and academic achievements:

• Certifications (if any)
• Awards & Recognition (if any)
• Additional Information (if any)

Also read: How to divide a resume into different sections?

Optimize Your Data Science Resume Header

The topmost section of your data science resume is an ideal segment to label your resume and provide your personal information.

Entry Level Data Scientist Resume: Header

Your junior data science resume needs to be labeled with your name to distinguish yourself from the other applicants.

Follow the given tips to frame a flawless resume header:

• Write your resume header in the largest font size of 16-20 points.
• Leave a single space between your first name and last name.
• If you have a middle name, write only the initial of your middle name followed by a period.

Entry level data scientist resume sample for header:

Entry Level Data Scientist Resume: Personal Information

You should provide the following details in an ideal personal information section of your data science resume:

• Updated Contact Number
• Professional Email Address
• Current Location
• GitHub/Kaggle link

Updated Contact Number

While giving out the contact number you need to make sure that it is correct and active so that the recruiters can easily reach you.

Some recruiters may want to interview you over the phone or simply call you up to get a confirmation for any face to face meetings.

Tips to write the contact number on data science entry level resume:

• Always mention your personal number, not your parent's or someone else's.
• Write the country ISD code in front of your contact number and use a plus(+) sign before the ISD code

Professional Email Address

Avoid giving out any email address that has a made-up name because it is not considered professional. Your email address should always have your real name.

Current Location

If you are considering a job in some other country other than yours then you can mention your location as city, country code

Else simply mention your location as city, state code.

There is no need for you to mention your personal home address in your entry level data science resume template so make sure that you avoid unnecessary details like your house number, street name, etc.

Social Platform Links

As an entry level data scientist, the candidate must have experience in conducting academic projects. Such projects give a glimpse of the candidate's skills to the hiring manager through GitHub or Kaggle.

Aside from that, you can also include your LinkedIn profile, if it is updated and active. It will help recruiters explore your candidacy and make sure if you are the right fit for the job.

A lot of recruiters prefer candidates who give their LinkedIn profile because it allows a lot of room to review their application, more than other applicants.

Data science resume sample for contact information section:

Also read: How to compose a crisp contact information section?

Entry Level Data Scientist Resume: Profile Title

Your profile title is the representation of your professional status in a resume and needs to be accurate at all times.

The profile title in your data science resume can communicate the following facts to the recruiters:

• Your current designation.
• Your functional industry.
• Your level of professional seniority.

Here is what you need to do while framing your profile title in a resume for data scientist:

• It should be the second-largest text in the resume after your resume header.
• It should ideally be framed in the 14-16 font size.

Here is a snapshot of an ideal profile title from our entry level data scientist resume template:

Perfect Your Entry Level Data Scientist Resume Professional Experience

The professional experience section is one of the most important sections of your data science resume. Since a lot of companies use the ATS, you must make sure that your resume writing standards are updated and recruiter-friendly.

Here are some tips you can follow:

Framing Points:

• You need to break down your work record in one-liner entry level data scientist resume points
• Start your points with a power verb to discuss your work history
• Validate your achievements by mentioning achievement figures

Grouping & Highlighting:

• Create different headings and list all the similar points under relevant subheadings
• Select words or phrases that throws light into your productivity and bold them

Doing so can make the recruiters acknowledge your professional involvement in executing the roles and responsibilities assigned to you.

Also read: How to craft a job-winning professional experience section?

Look at the ideal entry level data scientist resume example of the professional experience section presented through our data science resume sample given below:

Include Your Educational Details in Your Entry Level Data Scientist Resume

A data science resume is incomplete without the education section.

To be a Data Scientist you need to have a Bachelor's degree in Computer science, Social sciences, Physical sciences, and any relevant field of study. If you have more than a Bachelor's degree make sure to mention the same.

Here is a list of the details that you need to provide:

• The name of the school/university
• The location of your school/university.
• Joining and graduation dates in the mm/yy format
• Relevant course modules

There is an advantage of providing your educational details, especially if you are writing an entry level data scientist resume. Your lack of experience can be covered with the educational qualification that you hold.

To further help you get a clear picture of an ideal education section of a resume, here is a snapshot of our entry level data scientist resume sample:

Entry Level Data Scientist Resume Certifications

Get the attention of the recruiters by providing the details of your certification(s).

If you are a certified data scientist, it can have a positive impact on your job application and make the recruiters give you extra credit.

The certifications section of your data science resume can help you communicate the following details about you to the recruiters:

• Certification course name.
• Name of the institute of affiliation.
• Completion date of the course in the mm/yy format.

Here are a couple of entry level data science certifications:

• Cloudera Certified Associate (CCA) Data Analyst
• Cloudera Certified Professional (CCP) Data Engineer
• Data Science Council of America (DASCA) Principle Data Scientist (PDS)
• Dell EMC Data Science Track (EMCDS)
• IBM Data Science Professional Certificate
• Microsoft Certified: Azure Data Scientist Associate
• Open Certified Data Scientist (Open CDS)
• SAS Certified Data Scientist

Here is an entry level data science resume example showcasing the ideal certifications section for your data scientist entry level resume:

Entry Level Data Science Resume: Additional Information

There are various details that you can mention in your junior data scientist resume.

For example, if you have the ability to speak or write more than one language you should mention the same in your junior data scientist resume.

Doing so can make you stand out as an applicant who has the ability to communicate with others who speaks a different language.

Apart from these, you can always provide the details of any extracurricular activities that you have been involved in to emphasize your experience in creative learning, especially as an entry-level applicant.

Such extra details will help you in communicating your soft skills effectively and be considered as an active student and professional. However, it would be a waste of space if you are an experienced professional, because at that point recruiters care more about hard skills.

Entry Level Data Science Projects for Resume

Including your academic projects in your data science resume is a good way to attract recruiters' attention. It helps the recruiters gauge your skills and work experience which will help you stand out from the crowd.

Here are the steps to write a perfect data science projects for resume section:

• Give a short project description
• Mention the tech stack of the project
• List your roles and responsibilities along with some of the accomplishments of the projects with figures

EXAMPLE:
Project: Readme Analysis | Tech Stack: Tableau, Scikit-learn, SQL

• Deployed NLP to understand the programming language used in the repo with 89% accuracy
• Employed an API to transcode the programming language into a read me file for each report

Present Your Entry Level Data Scientist Resume Skills

The skills section is another important segment of your data science skills resume wherein you can inject suitable keywords that can help your data science resume get past the ATS.

Go through the professional experience section of your best entry level data scientist resume and pick the skills that elucidate your professional caliber.

Avoid cramping up the skills section with phrases as it may affect the effectiveness of your data science skills resume.

The whole point is to make the skills section crisp and make the recruiters recognize your potential as a data scientist.

Another thing you need to do while farming your skills in your junior data science resume is to create separate sections to highlight your technical and functional skills.

Here are some of the data science resume key skills:

Key	Skills
Data Analysis	Data Mining
Predictive Modeling & Analytics	Machine Learning
Data Visualization	Sentiment Analysis
Text Mining	Software Debugging
Programming	Project Management

Technical Skills:

Technical	Skills
Python	R
SQL	Java
JavasSript	Matlab
Tableau	Scikit-learn
Tensor Flow	Spark
NoSQL	-

Here is a data science resume example to help you see what an ideal skills section should look like in a data science resume:

Curate an Impeccable Overview of Your Entry Level Data Scientist Resume

What goes in the first half of your resume depends a lot on your level of experience. You can either frame a resume summary if you have enough years of experience, or draft a resume objective if you are an entry-level professional.

Entry Level Data Scientist Resume Summary

A suitable resume summary for entry level data scientist should include some of the distinct professional experience that you have acquired over the years and also highlight your core skills.

Here is a list of all that you should do to compose your resume summary for entry level data scientist:

• Write your summary at the end of resume-writing process as you will have a well-rounded mental overview of your work history.
• Pick the highlights of your career from the work experience section of your resume.
• Unless you have 10+ years of extensive work experience try not to exceed your resume summary to more than 3-4 lines.
• Start your sentences with power verbs and make sure that you maintain a cause-effect methodology.

Refer to the data scientist resume example for an ideal entry level data scientist resume summary:

Entry Level Data Science Resume Objective

Give an overview of your data science entry level resume by composing a resume objective. You should include an entry level data science resume objective if:

• You do not have any work experience.
• You have less or limited work experience below 3 years.
• You are a fresh graduate writing an entry level data scientist resume.

Instead of asking what the organization can provide you, rather examine what you can contribute to the organization, which is what you should include in an objective.

The ideal resume objective should be able to communicate your willingness to learn from the roles and responsibilities that would be given to you, along with highlighting your skills as a professional data scientist.

Entry Level Data Scientist Sample Resume

Before we go ahead with more about resume-writing, here is our complete data science resume template to help you understand what an ideal resume should look like:

Key Takeaways

Here are some key takeaways from the guide to help you write a job-winning data science resume:

• Always make it a point to draft your data science internship resume in a suitable resume format.
• Label your resume with your name and provide your personal information in line with the hiring guidelines.
• One-liner points have a higher chance than paragraphs to be read by the recruiters and comprehend your work experience statements.
• Provide achievement figures to give the recruiters an idea of what you are capable of contributing to an organization's higher goals.
• Give an overview of your resume by including a suitable data science resume summary.
• Include data science projects to enhance your candidacy and show your expertise.

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