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Trainee Data Analyst Fresh Graduate Jobs in California

Data Analysis * Network Planning * Transportation Operations * Participate in process improvement ... Graduated within the past 12 months or expected to graduate soon * Supply Chain, Logistics ...

Data Analysis * Network Planning * Transportation Operations * Participate in process improvement ... Graduated within the past 12 months or expected to graduate soon * Supply Chain, Logistics ...

Data Analysis * Network Planning * Transportation Operations * Participate in process improvement ... Graduated within the past 12 months or expected to graduate soon * Supply Chain, Logistics ...

Showing results 21-40

Trainee Data Analyst Fresh Graduate information

What does a trainee data analyst fresh graduate do?

A Trainee Data Analyst Fresh Graduate is an entry-level professional who assists in collecting, processing, and analyzing data to help organizations make informed decisions. Their responsibilities typically include cleaning datasets, creating basic reports, and learning to use analytical tools such as Excel, SQL, or Python. This role provides hands-on experience and training under the supervision of senior analysts, making it an ideal starting point for recent graduates interested in data-driven careers.

What are some common challenges faced by trainee data analysts who are fresh graduates, and how can they overcome them?

As a trainee data analyst fresh out of university, one common challenge is transitioning from academic theory to real-world data sets, which are often messy and unstructured. Learning to use industry-standard tools like SQL, Excel, and data visualization platforms can feel overwhelming at first, but seeking mentorship from experienced team members and actively participating in training sessions can ease the process. Additionally, communicating technical findings to non-technical colleagues is a frequent hurdle; practicing clear, concise reporting and asking for feedback can help improve these skills. Embracing a growth mindset and staying curious will help you adapt and thrive in this dynamic role.

What are the key skills and qualifications needed to thrive as a trainee data analyst fresh graduate, and why are they important?

To thrive as a Trainee Data Analyst, you need a solid understanding of statistics, data analysis, and basic programming skills, typically supported by a degree in mathematics, statistics, computer science, or a related field. Familiarity with tools like Microsoft Excel, SQL, and introductory knowledge of Python or R, as well as data visualization platforms such as Tableau or Power BI, is commonly expected. Strong attention to detail, analytical thinking, and the ability to communicate findings clearly are standout soft skills in this role. These skills and qualities are crucial for accurately interpreting data, supporting data-driven decisions, and effectively contributing to business objectives.

What is the difference between Trainee Data Analyst Fresh Graduate vs Data Analyst?

AspectTrainee Data Analyst Fresh GraduateData Analyst
QualificationsBachelor's degree in related field, basic Excel, SQL, and data analysis knowledgeSame as trainee, often with additional certifications or experience
Work EnvironmentEntry-level, supervised training, learning-focusedMore independent, project-based, with increased responsibilities
Employer UsageInternship or training program within companies or consulting firmsFull-time role in various industries like finance, marketing, or tech

In summary, a Trainee Data Analyst Fresh Graduate is an entry-level position designed for recent graduates gaining initial experience, while a Data Analyst typically has more experience and handles more complex tasks independently.

What are the most commonly searched types of Data Analyst Fresh Graduate jobs in California?

The most popular types of Data Analyst Fresh Graduate jobs in California are:

What are popular job titles related to Trainee Data Analyst Fresh Graduate jobs in California?

For Trainee Data Analyst Fresh Graduate jobs in California, the most frequently searched job titles are:

What job categories do people searching Trainee Data Analyst Fresh Graduate jobs in California look for?

The top searched job categories for Trainee Data Analyst Fresh Graduate jobs in California are:

What cities in California are hiring for Trainee Data Analyst Fresh Graduate jobs?

Cities in California with the most Trainee Data Analyst Fresh Graduate job openings:

Infographic showing various Trainee Data Analyst Fresh Graduate job openings in California as of August 2026, with employment types broken down into 1% As Needed, 79% Full Time, 15% Part Time, and 5% Contract. Highlights an 84% Physical, 4% Hybrid, and 12% Remote job distribution.

Data Analyst Intern (Unpaid Intern)

Santa Ana, CA • On-site


Orange County, CA

8.6

Company rating: 8.6 out of 10

Based on 28 frontline employees who took The Breakroom Quiz

199th of 849 rated public administrative organizations

People enjoy working here

Good employer

Paid breaks


Part-time, Internship

Posted 8 days ago


Job description

Location : Santa Ana, CA
Job Type: Unpaid Intern
Job Number: 0000IN-0826-017(O)
Department: County Executive Office
Opening Date: 08/17/2026
Closing Date: 8/21/2026 11:59 PM Pacific
CAREER DESCRIPTION
Data Analyst Intern (Unpaid Intern)
Please note the deadline for this recruitment is Friday, August 21, 2026, at 11:59 PM (PT).
COUNTY OF ORANGE
TheCounty of Orange is California's third most populous county, with more than 3 million residents and 34 cities. It is one of the region's largest employers, with a workforce of about 18,000. Working for the County offers a variety of opportunities for career development and growth, and the job satisfaction of serving the public and contributing to efforts that make a difference in people's lives.
COUNTY EXECUTIVE OFFICE
The County of Orange, County Executive Office implements policies of the Board of Supervisors, supports County departments, oversees the County's infrastructure and real estate assets, prepares the annual County budget, manages the County's public debt program and assists the public. The County Executive Officer is the highest-ranking appointed executive in the County and works with members of the Board of Supervisors and their staff, elected and appointed department heads and the County's 19,000 employees to oversee the provision of essential government services through 22 departments. The County Executive Office is organized into six divisions: County Operations, Finance, Human Resource Services, Information Technology, Real Estate and Government & Community Relations. CEO aids in supporting the County Departments. There is potential with this recruitment to be placed at different agencies within the County.
THE OPPORTUNITY/RESPONSIBILITIES
The CEO Data Analytics Unit seeks a data analyst intern with a background in database management, statistical analyses, and data visualization techniques to assist with multi agency and department projects within the County. The data analytics graduate level intern will be supporting multiple projects. Examples of potential projects may include countrywide need assessments, OC Justice through Prevention and Intervention (OC Cares), supporting various departments on data requests, and reporting of various data to Orange County advisory councils.
The intern will be supervised by a Data Analytics Manager and will obtain necessary trainings related to data within projects (e.g., Health Insurance Portability and Accountability Act Compliance, Criminal Justice Information Services Compliance, etc.).
The intern will be expected to perform the following duties and responsibilities:
  • Utilize programs such as R, Power BI, Geographic Information Systems (GIS)
  • Perform data cleaning and validation techniques
  • Calculate and report performance indicators, trends, and potential correlations
  • Create reports, data dashboards and data visualizations
  • Collaborate with staff within the CEO's office as well as within various agencies or departments

MINIMUM QUALIFICATIONS
This recruitment is open to applicants pursuing or graduated (within the last 6 months) with their bachelor's or graduate degree. Candidates should have completed coursework pertaining to Computer Science, Data Science, Statistics, Mathematics or related area with a focus on data analytics.
SKILLS AND QUALIFICATIONS
The ideal candidate for the Data Analytics Internship will possess excellent written and verbal communication skills and will demonstrate a strong proficiency in programming languages in R, statistical analysis, report writing, GIS mapping, and creating data dashboards and visualizations.
Collaboration and attention to detail are must-have strengths.
TIME COMMITMENT
The internship is in Santa Ana California, with no option for remote work, length is 3 to 6 months with a commitment of 15-20 hours per week.
BENEFITS AVAILABLE TO THE INTERN
Interns are offered an excellent opportunity to:
  • Resume building
  • Explore a career in local government
  • Learn intricacies of database management
  • Develop skills in data reporting to different audiences
  • Mentorship from a data analysis professional
  • Network with professionals in data analysis
  • Apply knowledge through real life application and best practices in field

APPLICATION PROCEDURE
Applicants must attach a cover letter, resume, and unofficial transcripts to their application. The cover letter is an opportunity for students to describe career and academic goals, to elaborate upon personal and academic accomplishments, and to identify what type of internship experience they are seeking. Learn more about what to include in a cover letter
Applications that do not include a cover letter, resume, and unofficial transcripts will not be considered.
REQUIRED BACKGROUND SCREENING/REFERENCE CHECK
Prior to placement, the applicant may be assigned to support County departments such as the County Executive Office, John Wayne Airport, or Probation. The applicant will be asked to undergo a LiveScan criminal record check through the California Department of Justice that requires a Social Security number and state-issued driver's license or identification card. References may also be contacted to verify the applicant's qualifications.
AIRPORT ACCESS REQUIREMENTS FOR PLACEMENT WITH JWA
The successful candidate must clear background check which includes a Criminal History Records Check (CHRC), Transportation Security Administration (TSA), and Security Threat Assessment (STA). References may also be contact to verify the applicant's qualifications.
SPECIAL QUALIFICATIONS FOR PLACEMENT WITH PROBATIONThe Probation Department requires that all candidates undergo an extensive background investigation process, to the satisfaction of the Department. Candidates must successfully clear prior to the start of their internship. All internship offers are contingent upon successful completion of the background investigation.
ADDITIONAL INFORMATION
EMAIL NOTIFICATION
Email is the primary form of notification during the recruitment process. Please ensure your correct email address is included in our application and use only one email account.
NOTE: User accounts are established for one person only and should not be shared with another person. Multiple applications with multiple users may jeopardize your status in the recruitment process for any positions for which you apply.
Candidates will be notified regarding their status as the recruitment proceeds via email through the GovernmentJobs.com site. Please check your email folders, including spam/junk folders, and/or accept emails ending with "governmentjobs.com" and "ocgov.com." If your email address should change, please update your profile at
.
FREQUENTLY ASKED QUESTIONS
For additional internship postings, please check our Web site at the following link:
Click
for additional Frequently Asked Questions.
For specific information pertaining to this recruitment, please contact (714) 834-2555 or
This position does not offer any benefits.
If you have any questions, please contact the recruiter for this position. The recruiter should be listed on the Job Posting.
01
To be considered for an internship opportunity, you must submit by attaching to this application your cover letter, resume, and unofficial transcripts.
I have read and understand this requirement to be considered.
(Please attach cover letter, resume, and unofficial transcripts)
  • YES
  • NO

02
I am currently enrolled in or have graduated within the last six (6) months from an accredited college or university and majoring in Computer Science, Data Science, Statistics, Mathematics or related areas with a focus on data analytics.
  • YES
  • NO

03
Please read the following statement carefully. After reading the statement, answer the question.
In conjunction with the passage of Assembly Bill 2830 by the California State Legislature, specific individuals may qualify for hiring preference when applying for an internship position.
Individuals who are, or have been, a dependent child in foster care, a homeless youth, or a formerly incarcerated youth as defined by Government Code section 31000.11 are encouraged to apply and will be given priority in the hiring process. Please note that prior to appointment, individuals claiming preference under one of these categories may be required to furnish documentation establishing their eligibility. Are you eligible to receive this hiring preference based on Government Code 31000.11?
(Select "Yes" only if you belong to one of the above mentioned categories)
  • No, I am not eligible for government code section 31000.11
  • I am, or have been, a dependent child in foster care, a homeless youth, or a formerly incarcerated youth as defined by Government Code section 31000.11

04
Describe your experience in data management and statistical analysis.
05
Describe your experience with programming languages in R, Power Bi, and GIS.
06
Will you receive academic credit through your college/university?
(Students will be asked to provide University agreements or MOUs that a site supervisor is required to sign before being offered placement)
  • Yes
  • No

Required Question

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