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“Challenges Of A Business Analyst”

The business analyst’s role is one of the most challenging jobs in the analytics industry and in data science. A few years ago the entire system was under the control of business analyst without depending on the expertise of subject matter. A lot of care was taken by the business analyst in the technical and analytical aspects of working. In general perception, the business analyst’s role was more scattered with its specific requirements set. Some people must require proficiencies in R and Python, while some others need not require. The evolution of roles says that the real and actual analytics are now doing by the data scientists.

How the job of Business Analyst is Okay and Not Work with R and Python?

A few years ago, many people opposed business analysts about the innovation and the criteria of business agility. Now, one more controversy came to place, i.e., the title itself (Business Analyst). There is a change in the role for every company and have the other meaning also -it might be aligned with business, it could research company’s finance internally, and it can be handling external finances.

Depending upon these roles they must have different skills. For example, the people those who deal with external financial fields should have the capability of more in-depth data analysis and should be experts is in R and Python languages. In the non-IT based companies, the business analyst usually deals with product changes and building capacity of analytics. They can also be called as the real analysts because they focus more on the organisation’s process, but not on the data side.

Financial analyst’s role is to concern with financial assets and by using the financial data finalising an informed decision. This process might require business understandings to build recommendations while requiring Python. As discussed earlier, how the different domains need the requirements of business analysts, this shows a term called BA might not require someone working with data and spreadsheets but is the mediators between business team and technology. Without considering the requirements of specific domains, the business analyst’s role may evolve with the experience of work. In the role of the beginners, they need not have to deal with data, but as the position is growing, they have to work on the data. They have to take care of all parts of the communications and business go well. Therefore in most of the times, a business analyst role must require Python skills.

Core Skills of a Business Analyst:

Having discussed earlier, the business analyst requires some skills like finance, IT and non-IT. In addition to those, the business analyst also needs some other skills described below:

  • Problem-solving skills
  • Modelling and Design skills
  • Communication skills
  • Technical skills

Problem-solving skills:

For any business to move effectively, it needs a person who can recognise a problem and can find the required solutions. Those people who can able to give the answers must be creative while analysing the problem. They should understand the concepts of the problem in depth.

Modelling and Design skills:

Business analysts must have the skills based on the problem to know around designing models. Their primary job is to describe and understand the problem. They should collaborate with the architects and also with some other analysts to find the solution for the challenge. By organising the requirements for the solution can also help them to find the solution fast.

Communication skills:

A business analyst is required to handle and deal with more information and hence the business analyst should have listening, speaking, writing, and presentation skills. They process and analyse the information to get into the next steps in business analysis assignment.

Technical skills:

It is essential for business analysts to know about the updates and recent trends in technology. They should concentrate more on knowing new things in data science. They also require some skills in understanding the architecture, database, systems, and frameworks.

Real-Time Example about Business Analyst’s Job roles:

For example, Vinod is looking for a job as a business analyst with excellent communication skills, interpersonal skills, problem-solving skills, experience in implementation and requirement gathering. Whereas AnjveTech Analytics is looking for a business analyst, who can work across BI Implementation, predictive modelling, data understanding, who can work with the statistical team, guiding junior analysts in preparation of data.

While some other companies require XML skills, understanding data quality, fmpl, and reference data models, depending upon the company the requirements may change.


The business analyst’s role is growing over the years. It is mainly because of the different other jobs that are evolving such as data analysts, data scientists and so on. Most of the jobs don’t require R and Python skills for the role of business analyst because the job role is to more to do with the roles’ separation happened other than decreasing the importance in the roles of a business analyst.

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