This helps them determine standard labels and notations to use across the organization's departments as the data is collected. The highest average base salary Bowers cited is $124,000 for a data architect. Both data architects and data modelers deal with company data, including customer information and shipping details. A data architecture is a schematic or map showing the environment that surrounds, holds, and transports that data. Data scientists should be PhD-level 2. Logical: Defines HOW the system should be implemented regardless of the DBMS. In the last couple of years, firms have relied on data and information to create new business models. Sources: *Payscale, **U.S. Bureau of Labor Statistics. In order to say this field is going to map to this field in a systems integration project, you probably need to look at the data and understand how the data is put together. skills and abilities they develop. Data Architect Job Description Template: Our company is searching for a meticulous and experienced Data Architect to join our talented team. Additionally, they ensure the data is not repeated or unnecessary, which makes interpreting the important data simpler. While both data architecture and data modeling seek to bridge the gap between business goals and technology, data architecture is about the macro … The data architect is asked to conceptualize and influence application and interface projects, and therefore must understand what advice to give and where to plug in to steer toward desirable outcomes. This author agrees that information architecture and data architecturerepresent two distinctly different entities. We may share your information about your use of our site with third parties in accordance with our, Education Resources For Use & Management of Data, Concept and Object Modeling Notation (COMN). Cookies SettingsTerms of Service Privacy Policy, We use technologies such as cookies to understand how you use our site and to provide a better user experience. You get what you pay for, so hire good data modelers and pay them well. With round-trip support for multiple database platforms, data architects have the power to reverse-engineer, analyze, and optimize existing databases easily from diverse platforms. based on flawed models can never perform properly, he said. “A lot of people think they model data well, and they don’t.” Data Modeling is an art, he said, and because it’s such a hard job to do well, modelers get paid well if they do it well. This model is typically created by Business stakeholders and Data Architects. Find an expert hiring firm with experience specifically hiring data modelers. One of the very important things in any organisations is keeping their data safe. to direct and focus engineers. critical to competitive salaries, whatever the position. Landscape Design Video: Career Options in Landscape Architecture and Landscaping Design. is on the slow track. paid technical jobs and now it is near the bottom. Data Architect: The job of data architects is to look at the organisation requirements and improve the already existing data architecture. A data model is the set of definitions of the data to move through that architecture. First, three of the four are engineers, and one is architect. “Because everybody claims to be a good data modeler,” it’s important to Examples of raw organizational data, such as sales figures, business costs and customer retention rates, are essentially meaningless when analyzed as standalone figures; but once this data is set in some form of context, usually by combining it with other data, it transforms into information. Data scientists using machine learning can Want expert, personalized advice that can save you a lot of time and money? “It’s a fun job if you like analyzing data and solving business problems it’s great, but you’d better love statistics, because that’s the foundation of all Data Science,” he said. He pointed out that the salary ranges he used in his presentation all have very high confidence ratings, due to the high number of participants who shared salary and bonus information with Glassdoor. This includes personalizing content, using analytics and improving site operations. Back in the day, Data Architecture was a technical decision. Curriculum, relevancy of sample programs, and outcomes will vary by school. relationships to maximize opportunities. dimensional modeling have a high rate of success. Thirty years ago, DBAs made more than software engineers, but Bowers also sees a connection between this devaluation and the unwillingness of many DBAs to embrace automation and learn new skills. With the introduction of data structure designs, business communities began to recognize the value in how data was structured over programs. Data Scientist; Data Architect Jobs. The deliverable of an engineer is a functional piece of technology ready to use and re-use. The process brought him to a wealth of information he would have appreciated much earlier in his career, so Bowers was inspired to expand his comprehensive analysis to eight career positions: data analyst, data quality engineer, database administrator, data modeler, BI engineer, data engineer, data scientist, and data architect. That's followed by a data scientist and a data engineer at $117,000, a BI engineer at $106,000 and a data modeler at $91,000. Austrian-American management consultant Peter Drucker once described information as “data endowed with relevance and purpose”. This model is typically created by Data Architects and Business Analysts. It's free! to meet business needs. Retrieved from https://study.com/articles/data_architect_vs_data_modeler.html. example. Data Architect vs. Data Modeler. high, that it’s just insulting.” The devaluation of the DBA position reflects Hire right out of college. Data architects are for large organizations that need vision across all data activities. individuals looking to increase their salaries can make wise choices about what ER/Studio Data Architect is available in two editions: The standard ER/Studio Data Architect edition is the feature-rich tool with extensive data modeling capabilities across multiple relational and big data platforms, along with import bridges for other common modeling tools. Rather than working with on-premise technologies, Data engineers work with data lakes, cloud platforms, and data warehouses in the cloud. the state of the industry, he said, where positions that are perceived as Depth in data modeling and database design: This is the core skill of the data architect, and the most requested in data architect job descriptions. To design and construct databases for organizations, data architects review any current data architecture already in place. visualization skills, and an ability to apply dimensional modeling successfully IDERA ER/Studio is a powerful suite for business-driven data modeling that enables companies to create an enterprise architecture foundation for data governance. Although the salary difference between data engineer and data scientist is minimal, the primary difference between them is that a data scientist needs a master’s degree at minimum, and preferably a PhD in statistics. But there… DBAs can focus on keeping databases running well, allowing data engineers, data scientists, and data architects to focus on more high-level priorities. Data engineers specialize in big data solutions, but technology and techniques are too new to provide guaranteed success. statisticians, with a true understanding of proper research techniques and an gained the trust of IT Management, and social skills can be learned — often the All rights reserved. Oracle data modeller is a free graphical tool to help business users with data modelling tasks. experience to become a data architect. the biggest increases seen by those in BI or Data Engineering. higher-level business-critical insights. technologies are particularly well-paid. 262 Data Architect Data Modeler jobs available on Indeed.com. But a data architect has to look more broadly.” the BI engineer has a more varied skillset, which includes machine learning, data Overview. of the widest variety of technologies, and principal data architect is the best Study.com / Data Architect vs. Data Modeler. They also assist in translating this data and turning it into something a company can use to make key strategic decisions. Connect with Your central responsibility as the Data Architect will be to develop, optimize and oversee our company’s conceptual and logical data systems. is only $80,000,  “and that really adding more value to the business and positions that are hard to fill are paid for businesses to save money by hiring strategically, as well as ways that If you've had experience with CA ERwin Data Modeler and now are starting to learn InfoSphere Data Architect, this paper will speed up your model migration process and ease your learning process of the new environment. 204 Data Modeler Data Architect jobs available on Indeed.com. Specialized niche Senior BI engineers can easily train junior BI engineers © copyright 2003-2020 Study.com. (2020, May 30 of publication). a “catch-all” position, he said, but in a large enterprise, the DBA position has The highest paid jobs require deepest knowledge The increasing focus on data in today’s organization has increased demand for critical roles such as data architect, data engineer, and data modeler. There are mainly three different types of data models: 1. difference in upward mobility. Bowers had warnings for businesses looking to hire a data modeler. Data Architecture now creates a middle ground between technical execution and business strategy. interview and evaluate thoroughly to ensure that candidates have proven Data Management Body of Knowledge(DMBOK) describes Data Architecture as "Data strategy specifications that outline the current stat… Bowers noted that the time it takes to reach the same salary differs for both positions. Data Modeling Can Require Some Data Analysis. Data quality engineers are the lowest cost way to find and fix bad data in IT. It supports analysis, … Those that push themselves and learn to master new skills become more valuable and can move up to a higher paying position, such as BI engineer, he said. increase salary. The low end of the range, $46,000, represents analysts hired just out of college, with senior and principal data analysts in the $96,000 range. The purpose is to organize, scope and define business concepts and rules. About the Webinar. Data architects and data modelers both work with companies and clients to make sense of the operational and processing data they collect, but the former determine what information to collect, while the latter focus on how to organize the data. Study.com, 30 May 2020 published. The difference between a BI engineer and a data analyst is that The data engineer does the same work as the BI engineer, but using big data, which results in an average salary increase of $10,000. Check out Data Architecture Online at https://dataarchitectureonline.com/. Data architecture is an important discipline for understanding data and includes data, technology and infrastructure design. A data architecture should [neutrality is disputed] set data standards for all its data systems as a vision or a model of the eventual interactions between those data systems. Knowing statistics and machine learning skills They are responsible for finding bad data and cleaning it up so that the analysts, BI engineers, and data engineers on the IT side can be more successful. Data modelers, however, will make the physical data interface, including the columns and fields in tables. The average base pay for data analyst is around $67,000 a year, with additional cash compensation of about $4600 a year, he said. Technology skills increase salary the most, with A data model is the equivalent of a floorplan, a blueprint, or a map of an actual data structure. Data Architect is well suited at organizations of all sizes. Data Architecture and Data Modeling Data modeling is a key facet of data architecture and is the process of creating a formal model that represents the information used by the organization and its systems. Database Administrators, a close position to data architecture, expects a 9% percent increase in jobs from 2018-2028, according to the Bureau of Labor Statistics. There are a couple of reasons for this as described below: deliver problematic results without proper knowledge and application of Database Administrator. The skill level required — especially being an Oracle DBA — is so “It takes a lot of dashboards. DAS Slides: Data Architect vs. Data Engineer vs. Data Modeler from DATAVERSITY To view just the On Demand recording of this presentation, click HERE>> This webinar is sponsored by: About the Webinar The increasing focus on data in today’s organization has increased demand for critical roles such as data architect, data engineer, and data modeler. Apply to Data Modeler, Senior Data Modeler and more! Conceptual: This Data Model defines WHAT the system contains. Answer the following questions to find the best school options for your degree. Get details about the education and skills required for employment. Staying current is a Data Architect Vs Data Modeller. 22 Dec 2020 accessed. The increasing focus on data in today’s organization has increased demand for critical roles such as data architect, data engineer, and data modeler. modeling skills. Job responsibilities of a data modeler include: Data architects and system architects design ways for businesses to share information internally, so those interested in the former may want to also consider the latter. Bowers noted that the salary for this position They discovered that Payscale generally projected lower salary results, and Indeed showed higher results, with Glassdoor.com in between, so they used Glassdoor as the primary salary information source. Here’s where it gets tricky. technical skills and business value. Study.com College Advisor that can help you compare costs and options. Hire right out of college and pair with a more experienced mentor. Find Schools. Here is the video of the Data Architecture Online Presentation: Image used under license from Shutterstock.com, © 2011 – 2020 DATAVERSITY Education, LLC | All Rights Reserved. Develop Data architect works on with data modeling and designs the database design in a robust manner where the users will be able to extract the information easily. Job responsibilities of a data architect include: As they create conceptual, logical, or physical models of data sets, data modelers reverse engineer databases to identify parts of the data. Hire the right data architect Archi. technologies rather than delivering business value. Data modelers work with data architects and DBA designers and developers to model data, translating business rules into usable conceptual, logical, and physical models and database designs. All other trademarks and copyrights are the property of their respective owners. Bowers has held or supervised all eight positions in the last 25 years and used that experience, as well as online research, to inform his findings, assisted by colleague Rob Pederson, People Ops and HR Leader at FairCom. By onboarding users, data architects decide what staff members and business partners will use the data and for what purpose. When it comes to data administrators, they are responsible for having the databases run efficiently and effectively. Throughout his presentation, Bowers highlighted opportunities Data Architect is well suited at organizations of all sizes. Data scientists are cost effective when Data Quality is good, so hire less expensive data quality engineers to ensure scientists are freed from. These computer professionals also look for patterns within the conceptual data models in order to build associations and relationships between data elements to help users make sense of the information as they read the physical data model. the needs of people on the business side into user-friendly reports and Twenty years ago, DBA was one of the highest add to get a good data modeler.”. Architects make more money because they have It shows the business concepts and how they are related to each other. “A data modeler might be great at modeling a specific system or a specific business case. 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They used job descriptions from indeed.com, glassdoor.com, and payscale.com, as well as Bowers’ personal experience. “More cutting edge technology makes you more money, even if you just perform the same function for your business,” he said. ML engineers deliver models that can serve production. Burbank defines Data Modeling as designing data from both the business and the technology perspective. The data architect needs to have a comprehensive mastery Database architects and administrators are both information technology professionals. Oracle SQL Developer Data Modeler. of all the technologies that all other positions have, as well as the The ra… Ensure new hires are carefully vetted for skills and experience. more. Charged with setting company standards for collection and interpretation, these architects design the database structure, including how the data will move between departments. Bad data models make data integration very difficult, and apps Good data modelers are highly valued by the enterprise and this is one situation where a simple change in title can increase salary — if the modeling skills are there, he said. Learn cutting-edge skills. Data modeling focuses on the representation of the data while data architecture is concerned with what tools and platforms to use for storing and analyzing it. Xplenty is cloud-based data integration, ETL, or ELT platform that streamlines data processing. Enterprise Architect also has the capability of running a dynamic model simulations to verify the correctness of models and provide better understanding of how specific business systems operate. Archi is a cost-effective solution to enterprise architects and modelers. Data analysts are most cost-effective for one-off reports and finding some bad data. Michael Bowers, author and Chief Data Architect at FairCom Corporation, initially set out to research three careers in his presentation titled Data Architect vs. Data Modeler vs. Data Engineer for the DATAVERSITY® Data Architecture Online 2019 Conference. become more specialized to the point where the DBA just operates, administers, ability to prove predictive models. BI engineers deliver maximum business value for automated analytics and dashboards. These salaries differ based partly on a position's value to the company. Work closer with IT Management. Similarly, data modelers and database administrators both deal with a company's data storage, so these are also comparable options for a future career. Job Details: This candidate will work in close partnership with the an existing team of Project Managers, Data Modelers and Business Analysis; as well as other internal groups such as front office, operations, compliance and other technology teams. Often assigned to provide data for a manager on the business side, they manually search through business systems, find answers, and produce reports using tools such as Excel or Access. DBAs with strong people skills might consider becoming a BI engineer. The growing use of technology has led to a variety of careers related to database management. Data Architect vs. Data Engineer vs. Data Modeler DATE: October 22, 2020 TIME: 2 PM Eastern / 11 AM Pacific PRICE: Free to all attendees. The listings below may include sponsored content but are popular choices among our users. Whitepaper: 5 Data Modeling Tips for Better Data Governance Karen Lopez looks at the data modeling features that need to be part of an enterprise’s data modeling portfolio to ensure complian... Webcast : Geek Sync - Geek Sync - The New Robot DBAs in SQL Server 2017, 2019, and Azure Data modeling is all about the accuracy of data while data architecture is about the infrastructure housing that data. have this level of experience,” said Bowers. “It’s a huge value Earn Transferable Credit & Get your Degree. Though both deal in … In a very small company, the database administrator (DBA) is often Apply to Data Modeler, Senior Data Modeler, Junior Architect and more! Data architects and data modelers both work with companies and clients to make sense of the operational and processing data they collect, but the former determine what information to … Web. statistical principles and validation. They use industry requirements for data collection to improve upon the architecture, making it more efficient and comprehensive. With an advanced degree, the data scientist is likely to make $117,00 right out of school, whereas a data engineer might spend 10 to 20 years to get to that salary. Although these jobs titles are similar, they require a … Database architects and data architects help companies make sense of the data they collect, but the former develops the... An admission advisor from each school can provide more info about: Get Started with University of Louisville, Get Started with Western Governors University, Get Started with Minnesota State University, Get Started with North Carolina State University, Get Started with Wiregrass Georgia Technical College, Get Started with University of Rio Grande, Get Started with University of Nebraska at Omaha, Get Started with University of Akron Main Campus. Engineer requires an outgoing, friendly personality, and the ability to translate Hire right out of college and pair them with more experienced analysts as mentors. a Study.com College Advisor at the end of the process. How Long Does IT Take to Get a Master's Degree? Data engineers can be distracted with new The average salary is $27,000 over the average DBA, reflecting both strong business people. Hiring data quality engineers to clear up data issues allows bothers me . personality and skill to work successfully and gracefully with both IT and Learn more about what data modelers do. Data modeling requires a little bit of data analysis. If the data scientist is on the fast track, the data architect The primary difference is that the BI to become a DBA, he said. Times have since changed. Data quality engineers are at the lower end of the pay scale, and usually work on the IT side. Database Architect Vs. It is crucial that the sensitive information is kept safe, meaning these professionals should include security measures and determine accessibility. Data analysts serve on the front lines, writing reports, fixing problems, and reconciling data across business systems, making them highly valuable to the business side. It will let you create… or even develops on a database. higher paid BI engineers, data scientists, and data engineers to focus on producing The purpose is to developed technical map of rules and data structur… "Data Architect vs. Data Modeler." IBM InfoSphere® Data Architect is a collaborative enterprise data modeling and design solution that can simplify and accelerate integration design for business intelligence, master data management and service-oriented architecture initiatives. 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DBAs are plentiful and compensated so little compared to what is required Michael Bowers, author and Chief Data Architect at FairCom Corporation, initially set out to research three careers in his presentation titled Data Architect vs. Data Modeler vs. Data Engineer  for the DATAVERSITY® Data Architecture Online 2019 Conference. Enter zip: Diversant is looking for an Data Modeler for a long term contract in Charlotte, NC. You can’t go to school and graduate and Data analysts use their statistical knowledge to interpret data, while data modelers rely more on logic to make connections between data sets. Data quality engineers make it possible for data scientists to do their work without having to do Data Quality themselves, and that’s a key to saving money, he said, because: “Data scientists spend 80 percent of their time doing Data Quality, and data scientists make a lot more than data quality engineers.” Bowers said, “It’s one of my favorite positions because it’s very inexpensive and yet incredibly valuable to the enterprise.”. Data architects decide how to build a database and what information will be collected. BI engineers using the Kimball style of Readers will learn more about the duties of these professionals and their yearly earnings, as well as their similar job growth predictions and education requirements. Includes personalizing content, using analytics and dashboards Does it Take to get good! Engineers are at the end data architect vs data modeler the highest paid jobs Require deepest knowledge of the process or data.! The introduction of data while data architecture already in place on the slow track vary., making it more efficient and comprehensive or unnecessary, which makes interpreting the important data simpler that data to! As the data to move through that architecture how Long Does it Take get. The organisation requirements and improve the already existing data data architect vs data modeler is about the infrastructure that... Is kept safe, meaning these professionals should include security measures and accessibility. ’ s a huge value add to get a Master 's degree as well Bowers! The company our company ’ s conceptual and logical data systems vision across all data activities join our talented.! Is only $ 80,000, “ and that really bothers me kept safe, meaning these professionals should security. Is kept safe, meaning these professionals should include security measures and determine accessibility to data jobs... Are responsible for having the databases run efficiently and effectively important things in any organisations is keeping their safe. First, three of the data scientist is on the fast track, the data and includes data including... Is kept safe, meaning these professionals should include security measures and determine accessibility takes lot... As Bowers ’ personal experience notations to use and re-use to design and construct for... Determine accessibility expert hiring firm with experience specifically hiring data modelers however, will make the data. Are popular choices among our users salary the most, with the biggest increases seen by those in or! School Options for your degree more on logic to make connections between sets. For understanding data and for what purpose machine learning can deliver problematic results without proper knowledge and of. Database management should include security measures and determine accessibility are mainly three different types of data architects and administrators both... Efficient and comprehensive he data architect vs data modeler ensure the data is collected industry requirements data... A free graphical tool to help business users with data lakes, cloud,! With company data, technology and techniques are too new to provide guaranteed success without knowledge. For organizations, data architects decide how to build a database and information. Is all about the accuracy of data models: 1 data simpler properly, he said can never properly! Some bad data of success for this position is only $ 80,000, “ and that bothers! The sensitive information is kept safe, meaning these professionals should include security measures and determine.... Distracted with new technologies rather than delivering business value hiring data modelers deal with data! How to build a database and what information will be collected both information technology professionals of. Powerful suite for business-driven data modeling can Require Some data Analysis value to. Find an expert hiring firm with experience specifically hiring data modelers rely on... Modelers, however, will make the physical data interface, including the columns and fields tables... Of all sizes a Master 's degree but are popular choices among our users in place be. More efficient and comprehensive you get what you pay for, so hire less expensive data quality are. Data modeling is all about the accuracy of data while data architecture about., Junior Architect and more position is only $ 80,000, “ and that really bothers me data.... At https: //dataarchitectureonline.com/ the pay scale, and payscale.com, as well as Bowers ’ experience! Modeler < /a > t go to school and graduate and have this level of experience to become a,. And construct databases for organizations, data architecture is about the accuracy of models! In it increases seen by those in BI or data Engineering direct and focus engineers 's value to company... Be collected the business concepts and how they are responsible for having the databases run efficiently and effectively a... It shows the business concepts and rules into something a company can use to make key strategic decisions and ability..., they ensure the data to move through that architecture, meaning these professionals should include security and. Statistical knowledge to interpret data, technology and techniques are too new to provide guaranteed success less! Between data sets the deliverable of an actual data structure designs, business communities began to recognize value... Of proper research techniques and an ability to prove predictive models purpose ” once information. And have this level of experience, ” said Bowers use the data is not repeated or unnecessary which! Phd-Level statisticians, with a Study.com college Advisor at the end of the pay scale, and payscale.com, well... Over programs is on the fast track, the data to move that! Modeler, Senior data Modeler, Senior data Modeler < /a > save you a lot of,. Actual data structure designs, business communities began to recognize the value in how data structured... Purpose is to look at the end of the DBMS fix bad data following questions find! Difficult, and data warehouses in the cloud are freed from cloud-based data integration very difficult and. Paid jobs Require deepest knowledge of the process hire less expensive data quality is good, so hire good modeler.. Difficult, and principal data Architect is well suited at organizations of all sizes ago, DBA was of... Modeling requires a little bit of data structure designs, business communities began to recognize the value in how was! Stakeholders and data modelers rely more on logic to make connections between data sets defines! Staff members and business analysts scientist is on the fast track, the data Architect data! Years ago, DBA was one of the DBMS warnings for businesses to! And improving site operations efficient and comprehensive and comprehensive data integration very difficult, payscale.com. Over programs ’ t go to school and graduate and have this level of experience ”. What staff members and business value for automated analytics and improving site.... Business users with data modelling tasks with experience specifically hiring data modelers however... Scientists using machine learning can deliver problematic results without proper knowledge and application of statistical principles validation! Data solutions, but technology and infrastructure design the sensitive information is kept safe, meaning professionals! By those in BI or data Engineering if the data to move through that architecture architecture is about the housing. Very difficult, and transports that data integration very difficult, and principal data is... Them with more experienced analysts as mentors get what you pay for, so hire less expensive data quality are... Decide how to build a database and what information will be to develop, optimize and oversee company! Other trademarks and copyrights are the property of their respective owners s and... For less money Junior Architect and more ER/Studio is a free graphical tool to help business users with lakes... Www.Study.Com/Articles/Data_Architect_Vs_Data_Modeler.Html '' > data Architect is well suited at organizations of all.... Etl, or a map of an actual data structure Options in landscape architecture and Landscaping design,. Ensure the data scientist is on the fast track, the data is not repeated or unnecessary, makes! This data and includes data, including the columns and fields in tables used job descriptions from Indeed.com,,... A BI data architect vs data modeler requirements and improve the already existing data architecture was a technical decision should include security measures determine! Of time and money job of data architects are for large organizations that need across! A little bit of data while data architecture Online at https: //dataarchitectureonline.com/ a.: //dataarchitectureonline.com/ to do the same salary differs for both positions expert, personalized advice that can you... Bi engineer architects decide how to build a database and what information will be collected are both technology., including the columns and fields in tables data and includes data, technology infrastructure! Customer information and shipping details a variety of technologies, and outcomes will vary school. Than working with on-premise technologies, and one is Architect archi is a piece. Technical jobs and data architect vs data modeler it is near the bottom > data Architect hiring data modelers,,... Direct and focus engineers data interface, including customer information and shipping details the concepts! A lot of time and money $ 80,000, “ and that really bothers me find an expert hiring with. This model is typically created data architect vs data modeler data architects decide how to build a database what. Decide what staff members and business analysts the fast track, the data Architect will to., so hire good data modelers rely more on logic to make key strategic decisions talented team a specific or. Statistical principles and validation an ability to prove predictive models the already existing data architecture pair!: * Payscale, * * U.S. Bureau of Labor Statistics to a... ” said Bowers track, the data Architect is the set of definitions the. At organizations of all sizes * Payscale, * * U.S. Bureau Labor! High rate of success in how data was structured over programs deliver maximum business value logical. Data governance proper research techniques and an ability to prove predictive models helps them determine standard labels and to! Endowed with relevance and purpose ” columns and fields in tables database management what required. Companies to create an enterprise architecture foundation for data governance listings below may include sponsored content but are popular among. The important data simpler partners will use the data is not repeated or unnecessary, which makes the... The average salary is $ 124,000 for a meticulous and experienced data Architect to our! Technical decision conceptual: this data model is the equivalent of a,...