Job description
Interviews will take place the week of August 14, 2023. Job offers for selected candidates will be made the week of August 28, 2023.
This series recruitment will close on July 25, 2023, at 11:59 p.m.
Data and Research Analysts conduct data analysis and research to inform decisions related to policies, resource allocations, and operations. Incumbents are privy to highly confidential and sensitive information regarding decision-making processes on operational issues, as well as from individuals who have encounters with County departments in various sectors, including but not limited to criminal justice, medical, environmental, and social services data.
Duties include:
- Applies rigorous analytic thinking to the collection and analysis of data
- Supports projects through cleaning and transforming various types of data
- Creates analytical datasets for different types of projects
- Performs descriptive and exploratory data analyses
- Contributes creative ideas to the development of proposals for new projects or for changes to existing projects
- Provides technical assistance for projects that require data collection, cleaning, transformation, or analysis
- Is actively and thoughtfully engaged in the activities of multidisciplinary teams, drawing on their technical expertise to support analytic tasks
- Creates and maintains well documented code and other documentation required for other data analysts to replicate and reproduce work products
- Finds extracts and interprets data meanings in data for trends, solutions, improvements, efficiencies, and understanding community needs
- Builds dashboards and reports to visualize data statistics
- Collects, analyzes, and manages data to develop, monitor, and improve outcome-based performance measures that support evidence-based, data-driven decision-making
Areas of analytical specialization for these positions include:
Quantitative Data Analysis
- Develops analysis plans for various types of projects using quantitative data from the organization’s administrative systems, data warehouse, client surveys, or from external sources.
- Creates clear and compelling descriptive statistics and visualizations.
- Builds advanced and complex statistical models for prediction, forecasting, or risk analysis.
- Documents model specifications, assumptions, methods of data collection, etc.
- Creates data visualizations to analyze trends or relationships between multiple variables.
- Develops protocols to collect qualitative data (non-numerical and unstructured data, usually text such as open-ended responses to survey questions or interviews).
- Collects and analyzes qualitative data.
- Interprets and summarizes findings of qualitative data analysis.
- Develops, implements, and analyzes different types of surveys (e.g., pre- post-).
- Develops a deep knowledge of the organization’s business functions to develop key performance indicators (KPIs).
- Applies descriptive statistics to the organization’s data to operationalize KPIs to assess the efficiency of the organization’s operations
- Develops dashboards to visualize and track KPIs.
- Monitors and analyzes data quality and to ensure accurate estimation and reporting of KPIs.
- Collaborates with other team members to create performance reports.
- Makes recommendations on improvement to data collection to improve KPIs.
- Conducts literature reviews to determine existing evidence on the program being evaluated.
- In collaboration with other team members, develops plans for program evaluations —including process (implementation), impact (causal outcome), and economic evaluations— using the most appropriate methodology for the available data and nature of the program.
- Cleans, transforms, and analyzes data according to analysis plans.
- Summarizes evaluation results in tables and graphs.
- Supports the interpretation of results for reports and presentations.
- Develops in-depth knowledge of the data used by the organization, including data in its administrative systems and from other sources.
- Is familiar and complies with expectations regarding legal and ethical use of data, as well as with the organizations data sharing agreements, memoranda of understanding, etc.
- Uses scripting languages to automate the extraction, transformation, and loading of data into the organization’s data infrastructure.
- Creates documentation including codebooks, data dictionaries, data taxonomy, metadata, etc.
- Does manual and batch record reviews to clean data errors or to improve matches in master data management systems.
- Uses coding skills to improve the quality, adequacy, accuracy, and legitimacy of the data used in the organization for analytical purposes
- Troubleshoots data-related problems and makes recommendations on possible improvements to data infrastructure and architecture.
- Works closely with other analysts under the same classification, but with different specializations (e.g., quantitative data analysis), to understand their data needs and how to support them, such as by automating the creation and updating of data tables that they regularly use.
- May analyze data, but their key strength is to generate, maintain, and improve the data used by other analysts across the organization.
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IDEAL CANDIDATE
The ideal candidate will have a degree in economics, public administration, sociology, public health, data science, or a related field and experience performing data analyses and/or data management in the government sector is highly desirable. A desire to collaborate with other staff (internal and external) is also important for this position due to the projects and where the data comes from. The ideal candidate will also be able to design and implement data analysis projects and have the flexibility to be the data analyst or project manager.
HIRING PROCESS AND TIMELINE:
- Job Offer and Background Process begins in August 2023. Note: Current County employees may be excluded from additional background screening.
- Pre-employment Medical Screening: Approximately 3 days following successful background investigation results.
- Anticipated Start Date: Start date will be based upon successful completion of medical screening or other mutually agreed upon date.
MINIMUM QUALIFICATIONS
- A bachelor's degree from an accredited U.S. college or university or a certified foreign studies equivalency; OR,
- Four (4) years of full-time experience performing data analysis and/or research activities to support program, policy, and/or operational decision-making.
Notes: Education and work experience may be substituted on a year-for-year basis.
ATTACHMENTSFor your education and/or certifications to be considered, you must attach a copy of your degree, transcripts, diploma, foreign equivalency report and/or certifications to your application. Required attachments submitted on or after February 29, 2008 do not need to be resubmitted. Please submit only the documents required. Additional documentation, such as awards, letters of recommendation, unsolicited certifications, etc. will not be added to your application file.
The Department of Human Resources removes personally identifiable information from all recruitments. This practice, called Blind Applicant Screening, hides a candidate’s personal information that could influence or bias a hiring decision. Personal information includes name, phone number, address, gender, age and race. This process helps contribute to a fair and equitable selection process leading to a more diverse and inclusive workforce.
The most highly qualified candidates, based on the evaluation results, will be referred for an interview. Be sure to include your experience in meeting the minimum requirements in both the Work Experience section and the Supplemental Questionnaire section of the Application.
Resumes will not be accepted in lieu of the application Work History and/or supplemental questionnaire.
CONDITION OF EMPLOYMENT
As part of the County of San Diego’s pre-employment process, prospective candidates will undergo a background check (including fingerprinting) and a pre-employment medical screening prior to beginning County employment. Additional types of background investigations may be conducted based on the job-related activities of the position. Current County employees may be excluded from this process.
EVALUATION
Please ensure all information is complete and accurate, as the responses you provide on the supplemental application questionnaire will be reviewed using an automated evaluation system. If you are successful in the initial screening process, your application will be reviewed individually to confirm that the information you provided is accurate and qualifying.
Note: Reasonable accommodation may be made to enable a qualified individual with a disability to perform the essential functions of a job, on a case-by-case basis.
Veteran’s Preference Policy The County of San Diego offers preferential credits for military service to assist qualified applicants in transitioning from military to civilian careers with the County of San Diego.
Military Skills Translator Do you need assistance translating your military experience into civilian experience? This tool can help!
The County of San Diego is committed to valuing diversity and practicing inclusion because our diverse workforce is our greatest asset and our customers are our number one priority.