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Master Data Management Interview Questions And Answers

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Master Data Management MDM Interview Questions and Answer

Master data management generally comes into play when you operate on the basis of a heterogeneous IT landscape. This means, you have several or many application systems running and each of them has its own set of master data records such as vendor, customer, product, etc.

In this case, it is very likely that you have redundant data that is, duplicate records in one system, or identical data dispersed over several systems within the landscape but without the general knowledge aggregation. In addition to the redundancy problem, dispersed master data is likely to have different quality levels, which again may lead to poor business execution.With master data management, you can gain an overall knowledge of your master data across your IT landscape to enable consolidated reporting and increase the overall quality of your master data records in your IT landscape through data cleansing, enrichment, and de-duplication.

For a functional overview of SAP NetWeaver MDM, refer to the following URL:

Meanwhile, SAP NetWeaver MDM features the following capabilities:

See also the MDM Getting Started page on the SDN URL:HTTPS://WWW.SDN.SAP.COM/IRJ/SDN/DEVELOPERAREAS/MDM?RID=/WEBCONTENT/UUID/C039D0DF-0901-0010-16B4-8FDC4BF639E3

Cant You Achieve All This By Using Todays Eai And/or Etl Applications

EAI tools provide the connection between different systems on the technical layer to ensure message handling, semantic mapping, routing, and queuing of data. ETL tools provide similar functionality but are typically deployed less as a message handling layer and more as a batch-oriented, massive volume integration mechanism.

As a building block of the SAP NetWeaver platform, SAP MDM leverages the process integration capabilities of SAPs Exchange Infrastructure , but, in addition, also provides services for content consolidation, data harmonization, central maintenance, and controlled data distribution according to the business process semantics.

Is The Product Catalog Management Application Part Of The Sap Netweaver Integration And Application Platform Does Print Publishing Belong To This Platform As Well

Yes, these are all part of the SAP NetWeaver platform and print publishing is an extension of the capability to product content management. By definition, this is the case since the former A2i xCat application, now further augmented and known as SAP NetWeaver MDM 5.5, is part of the SAP NetWeaver MDM family of products.

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Define The Terms: Mapping Mapplet And Transformation

Mapping represents the flow of data between targets and sources. A mapping is a set of target definitions and source linked by objects of transformation which define the data transformation rules.

A Mapplet is a reusable object containing a set of transformations. It enables to reuse that transformation logic in multiple mappings.

A transformation is an object that generates, modifies or passes data. So, it is a repository object. Transformations in a mapping represent the operations the Integration Service performs certain operations on the data in a mapping that are represented. Transformation ports are linked in a mapping or mapplet and the data passes through these ports.

How Will Mdm Fit Into Enterprise Services Architecture Which Web Services Will Be Provided And When

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TMDM is integral to SAPs ESA strategy. The initial list of documented Web services with MDM 3.0 was provided with MDM 3.0 information release. These refer to the ability to access master data information in MDM as a service to create records, etc. New web services will be available as per the roadmap.

With SAP MDM 5.5 in conjunction with SAP Exchange Infrastructure, one can create web services by exposing MDM functions using MDM JAVA or .NET APIs.

Checkout SAP MDM Tutorials

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Describe Various Repositories That Can Be Generated Using Informatica Repository Manager

There are various repositories that can be formed with the help of the Informatica Repository Manager. They are as follows:

  • Standalone Repository: It is a repository functioning individually as well as is not related to any other repositories.

  • Local Repository: This repository functions within a domain. It is able to connect to a global repository with the help of global shortcuts. Also, it can make use of objects in its shared folders.

  • Global Repository: This repository works as a centralized repository in a domain. It contains shared objects crossways the repositories in a domain.

What Are All The Capabilities And Functions Of Sap Netweaver Mdm

SAP NetWeaver MDM is used to aggregate master data from across the entire system landscape into a centralized repository of consolidated information. High information quality is ensured by syndicating harmonized master data that is globally relevant to the subscribed applications.

A companys quality standards are supported by ensuring the central control of master data, including maintenance and storage.

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What Is Data Warehousing

Data Warehousing is the main depot of an organizations historical data and its corporate memory, containing the raw material for the decision support system of management. What lead to the use of data warehousing is that it allows a data analyst to execute complex queried and analyses like data mining on the info without making any slow in an operational system. The collection of data in Data warehousing is planned for supporting the decision making of the management. These warehouses contain an array of data presenting a coherent image of business conditions in time at a single point. Data Warehousing is a repository of information that is available for analysis and query.

Informatica Mdm Interview Questions

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Informatica video is a comprehensive program practiced to allow an initiative for connecting all of its significant data to particular file additionally identified as the master file, presenting a regular point of source. When performed in a conventional way, Informatica Online Training MDM benefits in streamlining the method of data distributing between departments and employees.

SVR Technologies presents, real-time scenario-based Informatica e-Learning MDM interview questions with answers for experienced and freshers New 40 Informatica MDM Interview Questions and Answers. These section of question and answers will assist you to solve your Informatica MDM Job Interview.

1. What is MDM?Answer: Master data management is a comprehensive method of enabling an enterprise to link all of its critical data to one file, called a master file, that provides a common point of reference. When properly done, MDM streamlines data sharing among personnel and departments.

2. Define Dimensional Modeling?Answer: There are two types of table involved in Dimensional Modeling and this model concept is different from the third normal form. Dimensional data model concept makes use of facts table containing the measurements of the business and dimension table containing the measurement context.

ASCII modeUnicode mode

Real-Time Data Warehouse Data warehouses at this stage are updated on a transaction or event basis, every time an operational system performs a transaction

Global Repository :

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As A Data Manager You Recommend New Technological Changes How Do You Arrive At Your Recommendations

A data manager is responsible for evaluating how current systems, software, hardware and data storage devices perform. The services must meet current IT standards and federal laws as well. He or she recommends alterations when the current systems arent serving your company at top levels or fail to comply with standards through upgrades. The applicant creates a full report conveying their recommendations for the changes and presents feasibility studies showing why the updates are necessary.

What to look for in an answer:

  • Experience with IT systems and new integration recommendations
  • Strong analytical and research skills
  • An understanding of budgetary constraints and feasibility studies


I conducted research for the latest software, hardware and data storage options for the company through IT seminars and reports explaining the benefits of the investments.

What Is The Cost Of Implementing Data Governance

Ans. The cost of implementing data governance can vary depending on the size and complexity of an organization. However, most implementations require significant resources, including personnel, technology, and training. In addition, there may be costs associated with upgrading existing systems or purchasing a new software.

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Top 100+ Master Data Management Interview Questions And Answers

Question 1. What Is Sap Master Data Management ?

Answer :

SAP Master Data Management permits records integrity throughout the business community, in a heterogeneous IT landscape. SAP MDM enables to define the enterprise network environment based totally on generic and industry precise commercial enterprise elements and related attributes – referred to as grasp statistics. Master records, as an example, cover enterprise associate information, product masters,product structures, or technical asset records.

SAP MDM enables the sharing of harmonized master information, previously trapped in multiple structures, and ensures go gadget information consistency no matter bodily gadget area and dealer. It helps to align master information by imparting offerings that understand identical grasp records objects and keep them steady. In addition, it allows the federation of commercial enterprise strategies, by providing consistent distribution mechanisms of grasp data items into other systems, inside the business enterprise and across corporation obstacles.

Question 2. What Are Sap Mdm’s Major Benefits ?

Answer :

SAP MDM: Helps agencies leverage already committed IT investments since it enhances and integrates into their existing IT landscape. Reduces standard records maintenance expenses by means of stopping more than one processing in one of a kind systems. Accelerates procedure execution by means of providing state-of-the-art statistics distribution mechanisms to connected packages.

Explain How Vlookup Works In Excel

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VLOOKUP is used when you need to find things in a table or a range by row.

VLOOKUP accepts the following four parameters:

lookup_value – The value to look for in the first column of a table

table – The table from where you can extract value

col_index – The column from which to extract value

range_lookup – TRUE = approximate match . FALSE = exact match

Lets understand VLOOKUP with an example.

If you wanted to find the department to which Stuart belongs to, you could use the VLOOKUP function as shown below:

Here, A11 cell has the lookup value, A2:E7 is the table array, 3 is the column index number with information about departments, and 0 is the range lookup.

If you hit enter, it will return Marketing, indicating that Stuart is from the marketing department.

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Informatica Mdm Interview Questions And Answers

Are you aspiring to start your career in Informatica MDM? Well, you are on the right track, the number of job opportunities has been growing in the master data management field over the years. Informatica MDM is a Master Data Management solution that acts as a combiner of your systems and information together. It acts as a central repository of data for a wide range of business functionalities which include sales operations marketing strategies, supply chain optimization, omnichannel retailing, compliance initiatives, business governance, etc.

No matter whether you are a fresher or experienced preparing these frequently asked Informatica MDM interview questions and answers would help you in achieving your dream job. Here we have collected top Informatica interview questions based on the opinions of Informatica MDM experts. Mastering these questions will boost your confidence and help you in clearing the interview in the very first attempt.

Mastering these questions will boost your confidence levels and help you in cracking the Informatica MDM interview. If you wish to gain complete knowledge of Informatica you can check out our experts designed Informatica MDM training in Chennai& Informatica MDM Online Training.

What Are The Major Industries In Chicago

One of the main reasons for the development of Chicago in several industries is its central location. Major industries in Chicago include technology, the food industry, business, and professional services, among others. With the increase in tech companies settling in the city, there is a high demand for professionals with Data Analytics training in Chicago.

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Q : Explain Your Informatica Mdm Experience Related To Mdm Hub Configuration User Exits Idd And Sif


I have more than 5 years of Informatica MDM experience. I worked on configuring MDM hub for landing, staging and base object tables. I have a great experience in configuring stage table properties such as delta detection, base object properties. I worked on the configuration of the match and merge rules. I worked extensively on the match and merge job tuning. I have worked on Informatica Data Director configuration tool to create IDD app for data stewards. I also have Core Java knowledge using which developed IDD and MDM hub User Exits to achieve business requirements. In these User Exits, I have used SIF API to connect MDM hub and fetch as well update records in the MDM tables.


What Is Differentiate Between Variable And Mapping Parameters

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  • A Mapping variable is dynamic, i.e. it can vary anytime throughout the session. The variables initial value before the starting of the session is read by PowerCenter, which makes use of variable functions to change the value. And before the session ends, it saves the current value. However, the last value is held by the variable itself. The next time when the session runs, the value of the variable is the last saved value in the previous session.

  • A Mapping parameter is a static value, defined by you before the session starts and the value remains the same until the end of the session. Once the session runs, PowerCenter evaluates the parameters value and retains the same value during the entire session. Next time, when the session runs, it reads the value from the file.

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How Did You Manage Proper Data Sharing Practices For Your Previous Employer

A data manager follows strict protocols to prevent workers from sharing data with unauthorized users. He or she must adhere to standards and ensure that workers stick to strict guidelines for transmitting confidential files or information between departments and to outside sources. The candidate must have experience tracking access to the data systems and blocking unauthorized workers from opening or sharing files illegally. He or she must enforce strict sharing practices and lower the risk of data loss.

What to look for in an answer:

  • Knowledge of using data sharing protocols and enforcing standards
  • Experience in creating credentials for authorized workers
  • IT skills for tracking and monitoring access to data systems


Working closely with the network and systems administrators, I enforced authorization and authentication practices for data sharing between departments and outside or remote users.

What Are The Key Components Of Data Governance

Ans. The key components of data governance are data discovery, data classification, and data stewardship. Data discovery is the process of identifying and understanding all of the data within an organization. Data classification is the process of assigning a level of importance to each piece of data. This helps to determine which pieces of data need to be protected and which can be released. Data stewardship is the responsibility for ensuring that all data is managed in accordance with corporate policy. It includes tasks such as monitoring, reporting, and troubleshooting.

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What Is The Significance Of Exploratory Data Analysis

  • Exploratory data analysis helps to understand the data better.
  • It helps you obtain confidence in your data to a point where youre ready to engage a machine learning algorithm.
  • It allows you to refine your selection of feature variables that will be used later for model building.
  • You can discover hidden trends and insights from the data.

Write The Two Ways Of Loading A Dimensional Table

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The two ways of loading a Dimensional Table are written below:

  • The first is a Conventional method Before the data gets loaded, all the keys and constraints are validated against it. Data integrity is maintained this way.
  • The second is a Direct way Before the data gets loaded, all the constraints and keys are disabled. Data is validated against all the constraints and keys once it is loaded.

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Best Informatica Mdm Interview Questions And Answers

MDM is an acronym for Master data management. It is used to manage the critical data of a business organization and is linked to one single file which is also called a master file. It acts as a single point of reference to make important business decisions. MDM acts as a central repository of data sharing between various departments when done properly.

Data Warehousing is a method of gathering and managing data from multiple sources to help organizations with valuable insights. A typical data warehouse is majorly used to integrate and analyze data from multiple sources. Data warehousing is the central source for the BI tools and for visualizing data.

Data Warehousing is associated with various components and technologies that enable the organizations to use the data in a systematic way. It stores all the business information in an electronic format for further analysis instead of transaction processing. The Data warehouse transforms the data into understandable information and makes it available for business users.

There are four fundamental stages of Data Warehousing they are:

Data mapping is a process of mapping a field data sources to the targeted file or location. There are multiple data mapping tools available which help the developers in mapping the data from a source file to target file.

Following is the list of components available in Informatica PowerCenter.

  • PowerCenter Repository
  • Metadata Manager

Following are the objects you cant use in Mapplet:

  • Land

What Is The Biggest Challenge You Foresee In This Job

This is a typical interview question that is asked to assess your level of preparation and prediction.

Tip #1: You can mention a challenge that affects you personally.

Tip #2: Think wide

Sample Answer

One of the biggest challenges I foresee with this job is commuting from my workplace every day. However, that should not be a problem. If I am given a chance, I will relocate to a nearby residence for convenience.

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