Career Opportunities for Cyber Security Architects of Big Data

Modern-day businesses are powered by data, the four-letter word. A single company today doesn't use data to find solutions to problems, make informed decisions, deploy strategy quickly, and run cost-effective business operations.

Fifty-two percent of global companies, according to a Forbes article, actively analyze data to derive operational insights for better decision-making. Seventy one percent of these businesses believe that data and analytics spending will increase over the next few years.

When it comes to data, there are several new organizational positions that can help companies collect, process, and assimilate complicated information from within and outside the company on a daily basis. In today's data-driven world, a Data Architect or Big Data Architect is a critical role. Defining Data Architecture will help us better understand what a data architect does. 

Decoding the Mysteries of Data Architecture

Simply put, Data Architecture is an organizational framework aligned with business processes that standardize the process of data collection, storage, transformation, distribution, and use. The framework is designed to protect sensitive information while still allowing authorized users to access the most important pieces when needed.

"A set of rules, policies, and models that determine what kinds of data get collected and how they get used and processed in a database system" is how Keith D. Foote of Dataversity defines data architecture.

An asset defined by pre-determined parameters, data can be shared, managed, and secured as a result of the data architecture principles that guide the framework.

Data architecture is primarily used by companies to translate business requirements into data and system requirements, to align business processes with IT systems, and to manage the complex flow of data and information within the organization.. In light of the emergence of new business models and innovations that are increasingly driven by data and innovation, a 2017 trends report labels data architecture as a business and technical decision.

This raises the big question: Who is responsible for creating this crucial Data Architecture? A Data Architect conceptualizes and designs data architecture in accordance with the needs of the business.

What is The Job Of a Data Architect, and Who is One?

Organizational data strategies are developed by experts known as "data architects," who have extensive knowledge of all aspects of the organization's data flow and security. Business requirements are transformed into technical specifications thanks to the foresight of this data management expert.

Data architects are in high demand because they serve as a vital link between business and technology.

Only 3.9 percent of data management professionals chose to work for themselves, while 96.1 percent of them were hired by companies that wanted to use data to their advantage in the short term. More than 15 percent of those surveyed predicted that the demand for data architects would increase over the next few years. The average salary for a data architect was estimated by Robert Half Technology 2020 Salary Guide at $141,250.

No, we didn't pique your interest in this position. Let's dig deeper into what it takes to be a Data Architect, including a comprehensive job description, a list of necessary qualifications, and advice on how to get started.

Data Architects Are Charged With a Number of Tasks

When it comes to data architecture, according to DAMA International's Body of Knowledge for Data Management, the role of the Data Architect is defined as follows: "providing a standard common business vocabulary; expressing strategic requirements; outlining high-level integrated designs to meet those requirements; and aligning with enterprise strategy and related business architecture." Database testing and maintenance processes are also defined by a data architect.

These two titles are frequently misunderstood or worse, used interchangeably. There are significant differences between the work of a data architect and that of a data engineer. While the latter creates the blueprint for the data framework, the former actually implements the blueprint to create the data framework.

Each business operation has its own unique set of data, which is taken into account by a Data Architect when creating a plan for data integration, centralization, and maintenance. However, a Data Engineer is responsible for creating and testing long-term Data Architectures for the organization, which makes it easier to find and retrieve information. To create a solid data architecture, data architects and engineers collaborate closely.

A Data Architect's Job Responsibilities?

Visionary leaders are needed in an organization, and data architects play that role. Among the duties and responsibilities of a data architect are:

  • Data strategy development and implementation that is aligned with business processes. It includes the design and implementation of data warehouses and data analytics systems, as well as database development standards.
  • Identifying and developing a data management strategy that is in line with the organization's data strategy from both internal and external data sources.
  • Cross-functional teams, stakeholders and vendors are all working together to ensure that the enterprise data system is running smoothly.
  • An end-to-end approach to managing data architecture, which includes selecting and implementing a platform as well as designing the technical architecture.
  • Big data solution design and implementation utilizing tools like Hadoop. In reality, the big data architect is responsible for the entire life cycle of a Hadoop Solution.
  • Controlling the flow of data and information within a company and ensuring that it is properly distributed.
  • Ensuring data accessibility, accuracy, and security by integrating technical functionality.
  • Conducting a continuous audit of the performance of the data management system, revising as necessary, and immediately informing the stakeholders of any breaches or loopholes.

What Knowledge and Experience Are Necessary for a Data Architect?

The following are some of the essential data architect skills:

  • A working knowledge of systems development, including the system development life cycle, project management approaches and requirements, design and testing techniques, and more
  • Expertise in data modeling and design, as well as SQL development and database management
  • Knowing predictive modeling, Natural Language Processing (NLP), and Machine Learning
  • An understanding of the fundamentals of columnar and NoSQL databases, data visualization, unstructured data, and predictive analytics is necessary.
  • A strong understanding of data mining, machine learning, and visualization
  • Python, C/C++, Java, and Perl are all highly recommended.

In addition, a data architect's day-to-day tasks necessitate coordination and collaboration with users, system designers, and developers. A data architect needs to be able to communicate effectively, manage teams, solve problems and be a leader.

Data Architect: How to Get Started

Only those with a bachelor's degree in either computer science, engineering, or a related field are qualified as data architects. Data management, programming, application design, big data advancements, systems analysis, and technology architectures should be covered in the course of study..

In order to gain experience as a Database Administrator, you can begin your career as a recent college grad with internships that expose you to network administration and application design. Data Architects have a wide range of responsibilities, including managing databases, creating data models, and storing data in a variety of formats.

A Master's degree and several years of experience in data design, management, and storage are typically required for senior positions in the industry.

While it is not possible to learn all of the technical skills necessary to become a Data Architect in a single course, it is sensible to pick up these skills while working. If you prefer, you can also get a variety of certifications to better your chances of succeeding.

Data Architect or Big Data Architect is currently one of the most sought-after positions in the tech industry. You will learn about the Hadoop Ecosystem, big data engineering tools, and data modeling, ingestion, replication, and sharing using cutting-edge technologies as part of this program, which was developed and is being delivered in collaboration with IBM.


What Is a Technology Architect? A Look at the Role, Pay, and Required Skills for the Position

In today's business world, IT is a necessity. The infrastructure for each organization is unique and must be tailored to meet the specific needs of that organization. To achieve this, companies need an IT expert who can design and implement the most effective IT solution possible. IT architects can help with that.

In this section, we'll talk about the importance of this role, how to get one, and how to do it well.

To get things started, here's a quick explanation.

What Does an IT Architect Do?

Architects are well-known. They're the people who create architectural blueprints for structures like buildings. An IT architect is a designer who works primarily in the digital realm.

High-level solutions are devised by IT architects for complex business applications, systems and portfolios as well as entire organizations. They design and implement IT services and solutions for businesses and organizations, as well as manage communications, security, networking, storage, and so forth.

There are a variety of roles that fall under the umbrella term "IT architect" in the information technology industry. Included are:

  • Architects of domains. It is the job of application architects to oversee the development, implementation, and maintenance of software applications and their supporting infrastructure.
  • Architects of the enterprise. The responsibilities of this position span the entire IT infrastructure.
  • Experts in the field of security architecture. Protecting assets from unauthorized and malicious intruders is the primary concern of security architects.
  • Architects of solutions. These experts come up with creative solutions to business problems.

If someone wanted to devote all of their time to one of these specialized roles, they could theoretically do so. Even so, it would be a mistake to focus solely on one aspect of IT architecture, given the breadth of expertise that IT architects possess.

The Role of an IT Architect

Let's look at a hypothetical case in point. To date, GenericCorp has only manufactured and sold plain, gray clothing. The CEO notices that the company does not have an IT department as the staff prepares to go live.

This necessitates hiring a specialist to create a brand new system that includes everything from the server hardware to the data storage and network infrastructure to the security protocols. It is the responsibility of this person to maintain the IT infrastructure and to keep management informed of the status of their IT resources. Finally, the expert monitors new technological developments and procedures, as well as future plans for expansion beyond the scope of the original project.

IT Architects Play What Role and What Responsibilities?

These are the specific duties and responsibilities of an information technology architect, listed in alphabetical order. If you're an architect, keep in mind that not every one of these responsibilities will be yours to bear. It all depends on the size of the company, its needs, and any additional IT resources/staff that may be available.


In order to get from where they are now to where they want to be, an IT architect must create a project road map. Important events and milestones must also be included in this plan's timeline.

Educator and Publicist

They must be able to articulate and present their vision to all levels of management, as well as any outside experts who may be consulted. As a final requirement, they must also be able to explain their work to non-IT people. Any conflicts that may arise are also part of this role's duties.


Architects create the designs, and contractors execute them in the construction industry. IT architects design the project and then carry it out, frequently in collaboration with others. In order to be effective leaders, IT architects must clarify goals and expectations and keep everyone on the same page.

Manager of Stakeholder Relations

An IT architect's first step is to identify the most critical stakeholders and solicit their input on the design of the architecture. An IT architect must be aware of how IT and business cultures are intertwined, and how to establish common ground.

Adviser and Consultant

An IT architect's most important skill is the ability to establish and maintain positive working relationships with the company's customers. Promising IT architects de-mystify the process by making themselves readily available for advice and consultation, thus benefiting all parties involved and fostering a sense of trust and cooperation.

Manager of Change

In my opinion, this is the most critical role. As a result of the work they do for the company, IT architects are change agents. If they don't, they'll be unable to understand how changes will affect their company's processes and functions as well as its personnel, data, and applications and infrastructures. It's not just the current project that's seeing these alterations, either. Changes such as new processes or more advanced technology must be taken into account for the future as well.

An IT Architect's Job Requirements

We can divide the skills needed into "hard skills" and "soft skills" in the same way that many other IT jobs are broken down. You can learn hard skills by studying, taking classes or enrolling in online certification programs, or by getting formal, organized training while working.

The non-technical skills that resemble personality traits are more difficult to quantify and explain as "soft skills." For example, being gregarious and socially adept can be defined as the ability to start a conversation with anyone and figure out what they want from the conversation. However, it is also regarded as a soft skill in the workplace. In the end, it's all about getting the word out, especially amongst teams and stakeholders.

Complicated Abilities

Computing in the Cloud

This platform is becoming increasingly important for all digital professionals as more and more IT functions are shifted to the cloud. All aspects of cloud computing, from scalability to resource sharing, should be familiar to IT architects.

Management of IT

Software and hardware management are both a part of IT architects' job descriptions.

Defining and enforcing IT

Because of the prevalence of online data fraud, hacking, viruses, and other cyberattacks, the digital world has placed a high value on cyber safety.

Architecture of Systems

A conceptual model is used to describe IT systems' behavior, structure, and viewpoints. Modules and subsystems that are part of the overall system are included in this skill.


In today's IT world, virtual machines such as hardware platforms, storage devices, and network resources are essential. Virtual resources must be well-understood by IT architects if they are to be effectively used.

Soft Skill Development

Skills in Analysis

Analytical skills that don't necessitate the use of digital resources have been widely discussed in today's IT environment. Analytical skills allow a person to process and analyze information in order to arrive at the most efficient and effective decisions. The ability to think critically and solve problems is also included.


This position necessitates excellent verbal and written communication skills. Non-technical people, on the other hand, need things explained in terms they can understand by IT professionals.

Efficiencies in Management

Many responsibilities fall on the shoulders of IT architects, many of which must be handled at the same time. Prioritization, resource management, and time management are just a few of the skills they'll need.

Management of a project

Projects aren't for everyone, and not everyone is capable of completing them. Planning, initiating, carrying out and closing the project are all part of this skill set.

Observant readers will notice that many of the soft skills overlap. That's because being an IT architect requires a certain type of person. These experts are well-prepared, articulate, and adept at finding solutions to problems.

Job Duties and Earnings for an IT Architect

To find a job, you've decided to become an IT architect. What can you reasonably expect to discover here? What a typical job description looks like, according to Payscale:

  • Prototype and test new algorithmic, methodological or model-based approaches
  • Specific areas of development need to have their application and system architectures defined.
  • Make sure that the appropriate technical procedures and standards are in place.
  • Make new software products and applications a primary focus of your research and development.
  • Component architecture and migration plans will be overseen.

An Indian IT architect can expect a yearly salary of 1,873,712 on average, while an American IT architect can expect a yearly salary of USD 106,628 on average, according to Glassdoor.

If So, Are You Interested In Learning The Skills Needed to Become an IT Architect?

In order to become an IT architect, you must have both soft and hard skills. There are many ways to learn about TOGAF Foundations, such as taking a TOGAF Foundations or ITIL Foundations course, or enrolling in an ITIL Foundations certification training course. ITIL certification will teach you how ITIL has evolved to incorporate modern technologies and operational processes into a framework for service management, as well as the concepts necessary for a service management system.


How to Become an IT Security Architect: Multiple Routes to Certification

In the previous article, we discussed how to become an Information Security Consultant by taking a series of courses. However, in this article, we'll focus on the path to becoming an Information Security Architect.

When it comes to becoming a security expert in the IT industry, there are two recommended paths to follow.

1. Being a security consultant for computer networks

2. An Information Security Architect (ISA) certification

Computer Security Expert

What exactly do they accomplish?

It is the job of the Security Architect to design and implement complex security systems, as well as to ensure that they work.

They are taught to think like hackers because a large part of their job is to anticipate the moves of hackers seeking unauthorized access to a network.

They often have to work odd hours, so it's critical that they stay on top of the most recent and current developments in security and attack.

The best security architects, according to IT experts, are those who were once hackers themselves, so they have a unique perspective on how hackers think.

Architects must be familiar with the company's computer systems and be aware of their weak points.

As a result, suggestions for enhancing and modernizing computer security are required. It is also necessary to develop countermeasures in the event that an unauthorized user attempts to access a system.

Security architects have a variety of responsibilities, including the following:

  • Determine how a business uses technology and information systems.
  • For any IT project, plan, research, and design secure architectures.
  • Conduct security assessments, risk analyses, and vulnerability testing.
  • Become familiar with the security standards, security systems, and authentication protocols in place today.
  • Initiate requirements for local area networks (LANs), virtual private networks (VPNs), routers, and other network devices.
  • Create PKIs that make use of certification authorities (CAs) and digital signatures, among other things.
  • Prepare a budget and look for problems with integration.
  • Approve the installation of firewalls, virtual private networks, routers, intrusion detection systems, and other servers.
  • Verify the expected behavior of the final security structures during testing.
  • supervise (and advise) a team of security experts
  • Prepare a comprehensive security plan for the company, then implement and monitor it regularly
  • Security awareness programs and educational initiatives will be overseen by you
  • In the event of a security-related incident, respond immediately and thoroughly analyze the situation.
  • Security systems should be updated and upgraded as necessary.

The Best Way to Learn is to Follow This Path

1. Security+ certification from CompTIA

A CompTIA Security+ certification is a good place to start if you're interested in pursuing a career in cyber-security.

  • Security topics covered by the certification include network attacks and countermeasures, risk management, application security and operational security and compliance. 
  • Government agencies like the US Department of Defense use this certification as a benchmark for entry-level talent.
  • As a result, a wide range of public sector employment opportunities are now available.
  • The Security+ certification is required as a pre-requisite for training and certification tracks offered by organizations like the EC Council and IBM.

The exam's prerequisites are as follows:

For this exam, there are no pre-requisites.

2. Hacking in a Legal Manner

  • Specialists in network security can learn to think like a hacker with this certification.
  • Professionals trained in ethical hacking use the same methods and tools used by hackers to find and fix any vulnerabilities in a system they find.
  • Aside from penetration testing, the usefulness and marketability of CEH go far beyond this specific focus.
  • A good intermediate credential like this one is essential.

In order to sit for this exam, you must meet the following criteria:

For the CEH (Certified Ethical Hacker) course, a candidate must have:

  • experience in the field of information security
  • TCP/IP knowledge is required.
  • a degree in computer security or a related field of study


This is the highest certification level you can attain

  • Risk management, network security, business continuity, policy recreation, software development security, operations security, and regulatory compliance are just some of the topics covered by CISSPs who have earned their certification.
  • To become a CISSP, one must have at least five years of experience in two or more of the eight CISSP security domains.

The exam's prerequisites are as follows:

The (ISC)2 CISSP CBK requires five years of full-time security work experience in two or more of these eight domains:

  • Affluent Protection (Protecting Security of Assets)
  • Defining and Controlling Risk (Security, Risk, Compliance, Law, Regulations, and Business Continuity)
  • Network and Communications Security (Designing and Protecting Network Security)
  • Engineering for security (Engineering and Management of Security)
  • Operations in the field of security (Foundational Concepts, Investigations, Incident Management, and Disaster Recovery)
  • Access Control and Identity Management (Controlling Access and Managing Identity)
  • Forensic examination and testing (Designing, Performing, and Analyzing Security Testing)
  • Security in the development of software (Understanding, Applying, and Enforcing Software Security)

Positions to Land in Order to Rise to The Top

Working your way up from an entry-level security position, such as that of:

  • There is a person who is in charge of security
  • In your role as a network administrator, you are responsible for overseeing all aspects of a computer network.
  • If you're the system administrator, you've got the power to do so.

This is followed by positions at the intermediate level, like

  • A Security Analyst
  • A security specialist
  • A security expert

OArchitects can be promoted to Senior Security Architect or even Chief Security Architect once they have a title.

Alternatively, one may want to consider pursuing a career as:

  • CISO

Prospects for Earnings

The annual median salary for an IT security architect is $113,905, according to A bonus, profit-sharing plan, and a commission are all included in the total compensation, which ranges from $84,541 up to $161,022.


Instructions for Becoming an Information Systems Security Architect in Five Easy Steps

Even if you don't want to hear about it, you're constantly bombarded with stories of corporate cybersecurity breaches and phishing scams. Cybercrime has become a major issue in recent years, highlighting the need for strong cybersecurity measures.

Everyone wants their data to be safe, whether they work for a company, a government agency, a nonprofit, or are an individual. Personal information, financial transactions, and much of our day-to-day work are all done online these days.

The role of a cybersecurity architect cannot be overstated. In this article, you'll learn about cybersecurity architecture, why it's important, and how to get started. Find out why this is a great career choice by reading on.

Let's start with a basic understanding of how cybersecurity systems work.

Architects in The Field of Cyber Security: Who Are They?

It is the job of a cybersecurity architect (also known as a "security architect") to plan, design, develop, implement, and maintain all aspects of an organization's information technology (IT) network's security.

As a result, they serve as the primary point of contact for all matters pertaining to cybersecurity.

An Architect's Role in the Development of Cyber Security

To some extent, the above definition clarifies things, but what does it actually mean in the real world? What are the responsibilities of this position based on this definition? Cybersecurity architects are responsible for a wide range of tasks, including:

  • Acquiring a thorough knowledge of the technology and information systems of the company
  • For all IT endeavors, research and development efforts should focus on developing security architectures that are reliable, powerful, and flexible.
  • Testing the completed infrastructure for vulnerabilities and conducting risk assessments and security assessments
  • Examining the most recent security protocols and standards as well as developing brand new security systems
  • Ensuring that all employees adhere to the necessary corporate security policies and procedures, as well as ensuring that they are updated on a regular basis,
  • Create specifications for all IT assets, including routers, firewalls, LANs, WANs, VPNs, and other relevant network devices. Develop requirements
  • Examining, approving, and signing off on the installation of all firewall and IDS technologies.
  • Making cost estimates for all security measures and identifying any integration issues that may arise
  • Building critical public infrastructures, such as digital certificates and certification authorities (PKI) (CA)
  • Checking to see if the organization's final security structures work as expected
  • Advising and supervising security teams with regards to technology
  • assuming responsibility for all programs and educational efforts aimed at increasing security awareness among non-IT personnel
  • responding quickly and comprehensively to any security-related incidents (such as data leaks and virus or phishing attacks) and providing an event analysis once the problem has been resolved
  • Maintaining and enhancing the organization's safety and security measures as necessary

Not all organizations or businesses will require their cybersecurity architect to carry out all of these responsibilities. Some companies, on the other hand, may place even greater demands on their architects.

Career Opportunities for Cyber Security Architects

If you're still on the fence about pursuing a career in cybersecurity, now is a good time to reconsider. For example, what is the average salary for a cybersecurity architect? Is it easy to find work as a cybersecurity architect? What are the advantages and perks?

As reported by Payscale, the average annual salary for a cybersecurity architect is $126,348. Although this may vary depending on where you live, how many years you've worked in the field, and what your relevant skills are. Additional benefits include health insurance, bonuses, and profit-sharing, according to Payscale's findings.

If you're wondering about demand, Indeed's blog has good news. It's no surprise that the demand for cybersecurity architects is on the rise, given that CEOs in the United States place cybersecurity as their top priority. Recent high-profile cybersecurity incidents have heightened public concern about cybercrime.

According to the Bureau of Labor Statistics, employment in the field of cybersecurity is expected to grow by 37% between 2012 and 2022. Boomers are retiring and millennials aren't replacing them quickly enough, so there appears to be a growing skills gap in the industry as a whole.

There will be a high demand for cybersecurity architects because of these factors and the fact that we live in a society where people are increasingly doing their business and leisure activities online. If you have the proper training and skills, you can enter this field and write your ticket.

You Want To Know How To Become a Cyber Security Architect

To be honest, becoming a cybersecurity architect takes some time and effort. This is a high-paying, high-potential career, but you'll need to put in the work to get there. The good news is that we'll walk you through the process!

To begin, you'll need a solid foundation in academics. A bachelor's or master's degree in cybersecurity, computer science, information technology, or another related field is considered the norm. It's possible to get by with some IT classes if you don't have this kind of educational background.

The majority of companies and organizations prefer candidates with five to ten years of real-world IT experience, including work in areas like systems analysis, application development, and strategic business planning rather than just degrees from prestigious universities. Three to five of those years of IT experience should be devoted solely to safeguarding data and networks.

There is no need to worry if you have a college degree and some work experience under your belt.

But not exactly.

To be successful in the field of cybersecurity architecture, one must possess a specific set of abilities. Good communicators, leaders, and problem solvers are key in the "soft" skills department. A cybersecurity architect must be able to supervise projects, lead teams, and communicate difficult concepts to non-technical members of the organization.

Many of the following hard skills are required for a good cybersecurity architect:

  • Windows, UNIX/Linux and Unix/Linux
  • An understanding of the frameworks of ITIL, COBIT, and ISO 27001/27002
  • Network segmentation, firewalls, IDS/IPS and network access controls are some of the perimeter security controls you need to know.
  • Architecture and definition of network security
  • Knowledge of routers, switches, and VLAN security, among other aspects of wireless security
  • Routing, authentication, VPNs and proxy services are just a few of the DNS security concepts you should have a working knowledge of.
  • Acquaintance with third-party auditing and cloud security risk assessment methodology

It's not enough to be certified in the various areas critical to cybersecurity architecture, though. With the right training, certification is possible.

Certification as a Cyber Security Architect Has Many Advantages

In order to earn certification in one or more fields of study, you must first take and pass a certification exam. Having a certification is essential because it provides evidence that you have the appropriate knowledge in that field.

Certification is sought after by many businesses and organizations for this very reason. Because you're certified, they know you'll be able to handle the job for which you're being hired. As a cybersecurity architect, certification is an essential part of your education and training.

Certifications that may be useful include, but are not limited to:

  • CEH: Certified Ethical Hacker
  • CISSP: Certified Information Systems Security Professional
  • CISSP-ISSAP: Information Systems Security Architecture Professional
  • CISM: Certified Information Security Manager
  • CSSA: Certified SCADA Security Architect
  • GSEC / GCIH / GCIA: GIAC Security Certifications

In What Places Can You Acquire the Credentials?

Existing cybersecurity professionals can also benefit from these courses, as they will help them improve their skills and increase their value in the job market.

As an example, you can take CISM Certification Training, which is a must-have certification for any professional in the cybersecurity arena. If you are interested in learning how to design and implement an enterprise security architecture, achieve IT compliance and governance and deliver reliable customer service, then this CISM course is for you. It is closely aligned with ISACA's best practices.

As far as information security credentials go, the CISSP (Certified Information Systems Security Professional) designation is the gold standard. This course prepares you to become an information assurance professional in many areas of IT security, including architecture, in accordance with the requirements of the (ISC)2 CBK 2018 standard.

With that being said, you'll learn to think like a hacker by taking the Certified Ethical Hacker-Version 10 (previously CEHv9) course! Learn how to write virus codes and reverse engineer malware so that you can better protect your company's computer systems against hacker attacks in this course. With the knowledge you'll gain from this course, you'll be able to take on hackers head-on with your own network security knowledge and techniques.

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