What does a data modeling specialist do?
Data modeling specialist responsibilities
Here are examples of responsibilities from real data modeling specialist resumes:
- Lead efforts to analyze data for source/target mappings, create T-SQL scripts for data processing.
- Assist in the development and maintenance of monthly corporate catastrophe reports for portfolio and accumulation management using RMS's RiskLink application.
- Perform validation of SAS programs using various sophisticate techniques and communicate findings to the programmer /data manager/statistician.
Data modeling specialist skills and personality traits
We calculated that 31% of Data Modeling Specialists are proficient in CAD, GIS, and SQL Server. They’re also known for soft skills such as Detail oriented, Analytical skills, and Communication skills.
We break down the percentage of Data Modeling Specialists that have these skills listed on their resume here:
- CAD, 31%
Team Member MVP Award CAD modeling, structure design, and simulation specialist on the IPT Mercury Lander.
- GIS, 11%
Consolidated three GIS planning layers into one then produced 4 different maps including Height, Intensity, Land Use and Zoning.
- SQL Server, 10%
Utilize SSIS to extract, transfer, and load 1,500 data files into the SQL Server database management system.
- Analytical Tools, 7%
Summarize and analyze the results/trends utilizing analytical tools (such as Microsoft Access and Excel).
- Physical Data Models, 7%
Designed, audited and implemented logical and physical data models for various databases.
- Statistical Analysis, 6%
Performed advanced statistical analysis on large volumes of data and implemented predictive models to aid in departmental decision making.
Common skills that a data modeling specialist uses to do their job include "cad," "gis," and "sql server." You can find details on the most important data modeling specialist responsibilities below.
Detail oriented. The most essential soft skill for a data modeling specialist to carry out their responsibilities is detail oriented. This skill is important for the role because "working with databases requires an understanding of complex systems, in which a minor error can cause major problems." Additionally, a data modeling specialist resume shows how their duties depend on detail oriented: "processed annual campaign results for detailed data entry of pledges, payments and gifts. "
Analytical skills. Another soft skill that's essential for fulfilling data modeling specialist duties is analytical skills. The role rewards competence in this skill because "dbas must monitor a database system’s performance to determine when action is needed." According to a data modeling specialist resume, here's how data modeling specialists can utilize analytical skills in their job responsibilities: "designed logical and physical data models for the web based focus arrangement group. "
Communication skills. data modeling specialists are also known for communication skills, which are critical to their duties. You can see how this skill relates to data modeling specialist responsibilities, because "most database administrators work on teams and need to communicate effectively with developers, managers, and other workers." A data modeling specialist resume example shows how communication skills is used in the workplace: "experience in database management, customer service, government documentation, and communication. "
Problem-solving skills. For certain data modeling specialist responsibilities to be completed, the job requires competence in "problem-solving skills." The day-to-day duties of a data modeling specialist rely on this skill, as "when database problems arise, administrators must troubleshoot and correct the problems." For example, this snippet was taken directly from a resume about how this skill applies to what data modeling specialists do: "managed hyperion solutions essbase olap data systems supporting 65 databases, with data cubes for sales, finance, and operations. "
The three companies that hire the most data modeling specialists are:
- Danaher23 data modeling specialists jobs
- Wells Fargo8 data modeling specialists jobs
- ManTech5 data modeling specialists jobs
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Compare different data modeling specialists
Data modeling specialist vs. Data analyst
Data analysts are responsible for interpreting the company's statistics and providing sound recommendations to the organization. They manage the organization's data sets, usually related to market performance, finance, or human resources. They are in charge of studying the available data, spotting trends, interpreting what the data and the trends mean, and recommending suggestions that will help the organization perform better. Their recommendations should also be relevant and backed up with strong analyses. Data analysts are expected to have a good grasp of the current market trends in the industry.
These skill sets are where the common ground ends though. The responsibilities of a data modeling specialist are more likely to require skills like "cad," "gis," "macro," and "analytical tools." On the other hand, a job as a data analyst requires skills like "python," "power bi," "data management," and "visualization." As you can see, what employees do in each career varies considerably.
The education levels that data analysts earn slightly differ from data modeling specialists. In particular, data analysts are 2.5% more likely to graduate with a Master's Degree than a data modeling specialist. Additionally, they're 4.6% less likely to earn a Doctoral Degree.Data modeling specialist vs. Specialist
Specialists are employees who are responsible for specific tasks or activities in the department they are assigned to. The actions or tasks they work on are related to their educational background or work experiences. They are usually highly skilled in specializations related to the work they are assigned to. Specialists are also highly trained on the competencies that are required of their specialty. As such, they are focused on the skills and competencies that are needed to enhance their experience in their specific field further.
Each career also uses different skills, according to real data modeling specialist resumes. While data modeling specialist responsibilities can utilize skills like "cad," "gis," "sql server," and "macro," specialists use skills like "patients," "customer service," "work ethic," and "patient care."
Specialists earn lower levels of education than data modeling specialists in general. They're 5.3% less likely to graduate with a Master's Degree and 4.6% less likely to earn a Doctoral Degree.Data modeling specialist vs. Database specialist
A database specialist is responsible for ensuring the safety and security of the databases to maintain the confidentiality of data. Database specialists determine business requirements and manage multiple operating systems to build the database's efficient structures and feasibility. They also install security protection software tools and programs to prevent unauthorized access and potential leak of restricted information. A database specialist coordinates with the system engineers to improve existing databases and upgrade the network infrastructure for optimization.
Some important key differences between the two careers include a few of the skills necessary to fulfill the responsibilities of each. Some examples from data modeling specialist resumes include skills like "cad," "sql server," "macro," and "analytical tools," whereas a database specialist is more likely to list skills in "database management," "database design," "database administration," and "windows. "
When it comes to education, database specialists tend to earn similar degree levels compared to data modeling specialists. In fact, they're 2.9% less likely to earn a Master's Degree, and 4.6% less likely to graduate with a Doctoral Degree.Data modeling specialist vs. Data warehousing specialist
Types of data modeling specialist
Updated January 8, 2025
