--- title: IBM Db2 Reviews meta\_title: 'IBM Db2 Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 683 reviews by the users' company size, role or industry to find out how IBM Db2 works for a business like yours. aggregate\_rating: rating\_value: 4.1 review\_count: 683 scale: '5' date\_modified: '2026-08-09' parent\_category: name: Database Software url: https://www.g2.com/categories/database-software --- ### IBM Db2 Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users highlight the **exceptional performance** of IBM Db2, praising its reliability and scalability for critical workloads. [(14 mentions)](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481359&qs=pros-and-cons#reviews) Users value the **high reliability** of IBM Db2, ensuring excellent performance and stability for critical workloads. [(13 mentions)](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1482184&qs=pros-and-cons#reviews) Users appreciate the **scalability** of IBM Db2, finding it ideal for high-performance, enterprise-level applications. [(11 mentions)](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481340&qs=pros-and-cons#reviews) Users highlight the **strong security** of IBM Db2, making it a reliable choice for critical workloads across industries. [(11 mentions)](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481578&qs=pros-and-cons#reviews) Users appreciate the **ease of use** of IBM Db2, highlighting its seamless integration and user-friendly features. [(10 mentions)](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1482129&qs=pros-and-cons#reviews) Users find the **complex setup** of IBM Db2 challenging, often leading to a steep learning curve for effective use. [(4 mentions)](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481925&qs=pros-and-cons#reviews) Users find IBM Db2 to be **expensive** , with high licensing costs and significant resource demands impacting their budget. [(4 mentions)](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481403&qs=pros-and-cons#reviews) Users face a **steep learning curve** with IBM Db2, making setup and administration challenging for newcomers. [(4 mentions)](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481953&qs=pros-and-cons#reviews) Users find IBM Db2's setup **complex** , with a steep learning curve and challenges in documentation and support. [(3 mentions)](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481414&qs=pros-and-cons#reviews) Users find the **difficult setup** of IBM Db2 challenging, citing complexity and steep learning curves as significant barriers. [(3 mentions)](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1482114&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of IBM Db2 ##### 1. Performance Users highlight the **exceptional performance** of IBM Db2, praising its reliability and scalability for critical workloads. [ See 14 mentions ](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481359&qs=pros-and-cons#reviews) See Related User Reviews ![Swapnil T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Swapnil T.") ST Swapnil T. Enterprise (\> 1000 emp.) 4.5/5 "Comprehensive Review of DB2 on IBM i (AS/400)" What do you like about IBM Db2? it is working smoothly on ibm i os system and hardwere thats why its is best and easy to intigrate and large databases manage. It has strong security ![Sandeep J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sandeep J.") SJ Sandeep J. Enterprise (\> 1000 emp.) 4.5/5 "Exceptional Performance and Reliability for Enterprise Data Management" What do you like about IBM Db2? IBM DB2 proves to be highly effective for high performance, reliability, and enterprise-level data management. It consistently delivers strong results ##### 2. Reliability Users value the **high reliability** of IBM Db2, ensuring excellent performance and stability for critical workloads. [ See 13 mentions ](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1482184&qs=pros-and-cons#reviews) See Related User Reviews ![Swapnil T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Swapnil T.") ST Swapnil T. Enterprise (\> 1000 emp.) 4.5/5 "Comprehensive Review of DB2 on IBM i (AS/400)" What do you like about IBM Db2? it is working smoothly on ibm i os system and hardwere thats why its is best and easy to intigrate and large databases manage. It has strong security ![Sandeep J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sandeep J.") SJ Sandeep J. Enterprise (\> 1000 emp.) 4.5/5 "Exceptional Performance and Reliability for Enterprise Data Management" What do you like about IBM Db2? IBM DB2 proves to be highly effective for high performance, reliability, and enterprise-level data management. It consistently delivers strong results ##### 3. Scalability Users appreciate the **scalability** of IBM Db2, finding it ideal for high-performance, enterprise-level applications. [ See 11 mentions ](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481340&qs=pros-and-cons#reviews) See Related User Reviews ![Swapnil T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Swapnil T.") ST Swapnil T. Enterprise (\> 1000 emp.) 4.5/5 "Comprehensive Review of DB2 on IBM i (AS/400)" What do you like about IBM Db2? it is working smoothly on ibm i os system and hardwere thats why its is best and easy to intigrate and large databases manage. It has strong security ![Sandeep J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sandeep J.") SJ Sandeep J. Enterprise (\> 1000 emp.) 4.5/5 "Exceptional Performance and Reliability for Enterprise Data Management" What do you like about IBM Db2? IBM DB2 proves to be highly effective for high performance, reliability, and enterprise-level data management. It consistently delivers strong results ##### 4. Security Users highlight the **strong security** of IBM Db2, making it a reliable choice for critical workloads across industries. [ See 11 mentions ](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481578&qs=pros-and-cons#reviews) See Related User Reviews ![Swapnil T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Swapnil T.") ST Swapnil T. Enterprise (\> 1000 emp.) 4.5/5 "Comprehensive Review of DB2 on IBM i (AS/400)" What do you like about IBM Db2? it is working smoothly on ibm i os system and hardwere thats why its is best and easy to intigrate and large databases manage. It has strong security ![Sandeep J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sandeep J.") SJ Sandeep J. Small-Business (50 or fewer emp.) 5.0/5 "Outstanding RDMS and transactional database" What do you like about IBM Db2? IBM DB2 stands out as a robust, scalable, and highly reliable solution, especially for critical workloads. Developed and refined by IBM over decades, ##### 5. Ease of Use Users appreciate the **ease of use** of IBM Db2, highlighting its seamless integration and user-friendly features. [ See 10 mentions ](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1482129&qs=pros-and-cons#reviews) See Related User Reviews ![Swapnil T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Swapnil T.") ST Swapnil T. Enterprise (\> 1000 emp.) 4.5/5 "Comprehensive Review of DB2 on IBM i (AS/400)" What do you like about IBM Db2? it is working smoothly on ibm i os system and hardwere thats why its is best and easy to intigrate and large databases manage. It has strong security ![Sandeep J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sandeep J.") SJ Sandeep J. Enterprise (\> 1000 emp.) 4.5/5 "Exceptional Performance and Reliability for Enterprise Data Management" What do you like about IBM Db2? IBM DB2 proves to be highly effective for high performance, reliability, and enterprise-level data management. It consistently delivers strong results ### 5 Cons or Disadvantages of IBM Db2 ##### 1. Complex Setup Users find the **complex setup** of IBM Db2 challenging, often leading to a steep learning curve for effective use. [ See 4 mentions ](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481925&qs=pros-and-cons#reviews) See Related User Reviews ![Swapnil T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Swapnil T.") ST Swapnil T. Enterprise (\> 1000 emp.) 4.5/5 "Comprehensive Review of DB2 on IBM i (AS/400)" What do you dislike about IBM Db2? IBM Db2 on IBM i (AS/400) is highly integrated and robust but can be complex to set up. It comes with high costs and resource demands, tying users clo ![Bharath B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bharath B.") BB Bharath B. Mid-Market (51-1000 emp.) 4.0/5 "Enterprise-Grade Performance, But Challenging Setup and Steep Learning Curve" What do you dislike about IBM Db2? Complex setup and administration, steep learning curve, and limited community resources compared to newer cloud-native databases. ##### 2. Expensive Users find IBM Db2 to be **expensive** , with high licensing costs and significant resource demands impacting their budget. [ See 4 mentions ](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481403&qs=pros-and-cons#reviews) See Related User Reviews ![Swapnil T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Swapnil T.") ST Swapnil T. Enterprise (\> 1000 emp.) 4.5/5 "Comprehensive Review of DB2 on IBM i (AS/400)" What do you dislike about IBM Db2? IBM Db2 on IBM i (AS/400) is highly integrated and robust but can be complex to set up. It comes with high costs and resource demands, tying users clo CC Chaitanya C. Enterprise (\> 1000 emp.) 5.0/5 "Db2 handles workloads better" What do you dislike about IBM Db2? Nothing As I know but application teams complain about licensing Costs ##### 3. Learning Curve Users face a **steep learning curve** with IBM Db2, making setup and administration challenging for newcomers. [ See 4 mentions ](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481953&qs=pros-and-cons#reviews) See Related User Reviews ![Bharath B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bharath B.") BB Bharath B. Mid-Market (51-1000 emp.) 4.0/5 "Enterprise-Grade Performance, But Challenging Setup and Steep Learning Curve" What do you dislike about IBM Db2? Complex setup and administration, steep learning curve, and limited community resources compared to newer cloud-native databases. RN Raymundo N. Small-Business (50 or fewer emp.) 5.0/5 "Db2 Product" What do you dislike about IBM Db2? It is more hard to learn about other DB Engine ##### 4. Complexity Users find IBM Db2's setup **complex** , with a steep learning curve and challenges in documentation and support. [ See 3 mentions ](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1481414&qs=pros-and-cons#reviews) See Related User Reviews ![Swapnil T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Swapnil T.") ST Swapnil T. Enterprise (\> 1000 emp.) 4.5/5 "Comprehensive Review of DB2 on IBM i (AS/400)" What do you dislike about IBM Db2? IBM Db2 on IBM i (AS/400) is highly integrated and robust but can be complex to set up. It comes with high costs and resource demands, tying users clo AS Astra S. Small-Business (50 or fewer emp.) 5.0/5 "Db2: High Availability and OLTP Powerhouse" What do you dislike about IBM Db2? Db2’s cloud-native integration lags behind modern cloud-first databases like Aurora or Spanner. Although IBM provides Db2 on Cloud, its Kubernetes ope ##### 5. Difficult Setup Users find the **difficult setup** of IBM Db2 challenging, citing complexity and steep learning curves as significant barriers. [ See 3 mentions ](https://www.g2.com/products/ibm-db2/reviews?filters%5Bsentiment_snippet%5D=1482114&qs=pros-and-cons#reviews) See Related User Reviews ![Swapnil T.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Swapnil T.") ST Swapnil T. Enterprise (\> 1000 emp.) 4.5/5 "Comprehensive Review of DB2 on IBM i (AS/400)" What do you dislike about IBM Db2? IBM Db2 on IBM i (AS/400) is highly integrated and robust but can be complex to set up. It comes with high costs and resource demands, tying users clo ![Bharath B.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bharath B.") BB Bharath B. Mid-Market (51-1000 emp.) 4.0/5 "Enterprise-Grade Performance, But Challenging Setup and Steep Learning Curve" What do you dislike about IBM Db2? Complex setup and administration, steep learning curve, and limited community resources compared to newer cloud-native databases. ## Top-Rated Alternatives [ ![Oracle Database](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_82f55e945509bff7b8009e8024cfe73c/oracle-database.jpg "Oracle Database") Oracle Database 4.3/5(1,020) ](https://www.g2.com/products/oracle-database/reviews) [ ![Amazon Relational Database Service (RDS)](https://images.g2crowd.com/uploads/product/hd_favicon/1533130188/amazon-relational-database-service-rds.svg "Amazon Relational Database Service (RDS)") Amazon Relational Database Service (RDS) 4.5/5(909) ](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) [ ![SAP HANA Cloud](https://images.g2crowd.com/uploads/product/hd_favicon/b5f8f986beca96ab0027c693ee762fb9/sap-hana-cloud-2025-10-01.svg "SAP HANA Cloud") SAP HANA Cloud 4.3/5(621) ](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) [ View All Alternatives ](https://www.g2.com/products/ibm-db2/competitors/alternatives) ![mohneesh singh y.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "mohneesh singh y.") MY mohneesh singh y. Unemployed Enterprise (\> 1000 emp.) 10/17/2024 "My experience about IBM DB2" 3.5/5 What do you like best about IBM Db2? It's interface and the functionality is very friendly. People can perform multiple task with help of query on this platform Review collected by and hosted on G2.com. What do you dislike about IBM Db2? It's shortcut keys are needed to remember for performing some task. But as a regular user of this platform can create understanding of it easily. Review collected by and hosted on G2.com. What problems is IBM Db2 solving and how is that benefiting you? With the help of JCL and SAS language , we can generate multiple data without much effort. Additionally it also provide some other functions like scheduling the job at particular frequency which is very helpful. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![bhargavi p.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "bhargavi p.") BP bhargavi p. Java Software Engineer Mid-Market (51-1000 emp.) 10/18/2024 "Robust and most available relational database" 4.5/5 What do you like best about IBM Db2? It offers high scalability when compared with other databases and it's simple to use Review collected by and hosted on G2.com. What do you dislike about IBM Db2? The support of the languages in it can be made better Review collected by and hosted on G2.com. What problems is IBM Db2 solving and how is that benefiting you? It can handle large amount of data and accepts SQL syntax which is easy to use Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Logistics and Supply Chain](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Logistics and Supply Chain") AL Verified User in Logistics and Supply Chain Small-Business (50 or fewer emp.) 10/18/2024 "Robust and Excellent Database Ground" 4/5 What do you like best about IBM Db2? IBM DB2 is robust and truly a scaleble database which can handle large amount of data and transactions in very effecient manner. Security level of the database is perfect and up to the mark. Review collected by and hosted on G2.com. What do you dislike about IBM Db2? GUI can be the one of the reason which I think IBM need to improve. Rest of the things are good. Review collected by and hosted on G2.com. What problems is IBM Db2 solving and how is that benefiting you? Its a large and scalbale database which helps in running large data set and query the data in effecient manner Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Raghav A.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Raghav A.") RA Raghav A. Senior Software Engineer Mid-Market (51-1000 emp.) 10/21/2024 "A Performant, fault tolerant and powerful rdbms ." 3.5/5 What do you like best about IBM Db2? 1. Ideal for high-frequency, mission-critical apps. 2. Number of Features are extensive, including advanced analytics & AI. 3. Strong enterprise support, extensive training. 4. Seamless IBM ecosystem integration Review collected by and hosted on G2.com. What do you dislike about IBM Db2? 1. Steep learning curve, complexity for advanced features. 2. Premium cost for support, slower response for minor issues 3. Limited third-party tools, potential vendor lock-in 4. Overly complex for smaller project Review collected by and hosted on G2.com. What problems is IBM Db2 solving and how is that benefiting you? I used it as a transactional database for my service. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Matthew S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Matthew S.") MS Matthew S. Associate System Engineer Small-Business (50 or fewer emp.) 9/30/2024 "IBM's DB2 for z/OS provides a powerful database management system" 4.5/5 What do you like best about IBM Db2? Its high availability, reliability, and scalability. Review collected by and hosted on G2.com. What do you dislike about IBM Db2? The complexity of Db2 can be overwhelming. Review collected by and hosted on G2.com. What problems is IBM Db2 solving and how is that benefiting you? Helping solve security initiatives with HIPAA and GDPR, along with containerized platforms using Kubernetes and Docker. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") CF Verified User in Financial Services Small-Business (50 or fewer emp.) 10/17/2024 "DB2 The game changer" 5/5 What do you like best about IBM Db2? The interesting part of DB2 is its relaibility and robustness that helps the data additional, modification and retrieval of information with ease and quick. It's integration with other external systems is one of the key factor that changed the data processing. The backend system fo the legacy systems like mainframes and other payment processing system revolutionized the digital world. Review collected by and hosted on G2.com. What do you dislike about IBM Db2? Nothing left to dislike about the DB2 system Review collected by and hosted on G2.com. What problems is IBM Db2 solving and how is that benefiting you? Major one is data storage and retrieval that is perfectly can be maintained using DB2. Helps me using it daily on the cards and payments services. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite SP Sumit P. Senior Architect DB2 Small-Business (50 or fewer emp.) 10/22/2024 "Secure , Efficient and Reliable database for Data Warehouses" 4/5 What do you like best about IBM Db2? IBM DB2 has a very reliable security layer which allows to keep the data safe. Review collected by and hosted on G2.com. What do you dislike about IBM Db2? Sometimes takes time in processing the larger set of data. Review collected by and hosted on G2.com. What problems is IBM Db2 solving and how is that benefiting you? I have installed IBM DB2 to 5 customers in a row in a calender year. They are very happy with the performance and security of the data. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Automotive](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Automotive") AA Verified User in Automotive Mid-Market (51-1000 emp.) 10/16/2024 "Best database ever" 5/5 What do you like best about IBM Db2? it is very robust, you can trust it 100%, it always work and it's very well maintaned, it's always improving Review collected by and hosted on G2.com. What do you dislike about IBM Db2? Out of its users I think it's not very well consider, it is seem as something oldfashioned. It shouldn't be seen like this, but guess it is, Review collected by and hosted on G2.com. What problems is IBM Db2 solving and how is that benefiting you? IT is fast and never goes down Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") TI Verified User in Information Technology and Services Enterprise (\> 1000 emp.) 10/22/2024 "The BEST DATABASE FOR TODAY and TOMMOROW" 4.5/5 What do you like best about IBM Db2? Most available,secure and scalable database in the world. It in use in nearly all TOP 10 FORTUNE 500 Companies, Government Agencies and Universities. IBM relentless Innovation and FOCUS to perinnially update it with latest features and trends keeps it in the NUMBER ONE database seeks by all. Review collected by and hosted on G2.com. What do you dislike about IBM Db2? When using DB2 we we can get auto suggestions for the commands and SQL it could help GREATLY improve Customer Experience. Review collected by and hosted on G2.com. What problems is IBM Db2 solving and how is that benefiting you? DB2 is the solving the problem of 24X7 availability and benifiting improve customer satisfaction Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 Gives Campaign ![Verified User in Electrical/Electronic Manufacturing](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Electrical/Electronic Manufacturing") TE Verified User in Electrical/Electronic Manufacturing Enterprise (\> 1000 emp.) 10/10/2024 "IMB great database for the past." 4/5 What do you like best about IBM Db2? It was my first approach to database and it feels so unsupported some regular expression at least where I use it won't work like regex\_like. Also it's a cheaper solution for small company. Also easier to integrate with odbc. Review collected by and hosted on G2.com. What do you dislike about IBM Db2? Unsupported feature. The version I'm running has some lack. Review collected by and hosted on G2.com. What problems is IBM Db2 solving and how is that benefiting you? This database was unuse to end-user due to its complexity, as a data engineer I start to translate those users need and provide data solutions, without having them touching the database. Review collected by and hosted on G2.com. 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