Wondering what could be the highest paying skills for individuals in 2022? This article compiles the various in-demand skills that are gaining momentum for the foreseeable future.

The contemporary market is evolving and maturing quickly. In this ever-changing environment, job-seekers should upgrade their skills continuously.

The designations such as Data Scientist, Data Analyst, Developer, Designer, IT security Manager, and the like are among the exceptionally well-paying job roles and their value in marketing is expanding each day.

What are the highest paying skills?

Every industry whether it is e-commerce, healthcare, IT sector, or startups (tech or non-tech), needs to coordinate and execute security policies, record and analyze the data, develop pc and mobile applications, and the like.

So it is evident that occupations demanding technology professionals to acquire a fine set of skills and aptitudes are going to dominate the market in 2021.

Devin Fidler, research director at “Institute for the future” says “There are some overarching shifts poised to change the nature of work itself over the next decade.”

Labor force projection 2021 published by the US Bureau of Labor Statistics, predicts that there will be an increment of 20.5 million jobs by 2021. The report predicts that only a few profiles will grow more than 50% of the total in 2020. These profiles majorly incorporate the Information Technology domain.

Here’s a look at some of the highest-paying jobs according to Robert Half Technology’s 2021 Salary Guide (not necessarily in a specific order)

1. Big Data Engineer 


Because data is tremendously growing at the rate of 40-60% per year, the individuals possessing the skill to regenerate large amounts of raw data into valuable information for strategic analysis, decision making, and technological advancement are in huge demand by Business Firms and modern industry. Data Engineers are liable for designing the company’s software and hardware architecture required by people with big data. To be a big data engineer, the usual requirements are a degree in Computer Science, a high-grade command in Mathematics and Databases.

Besides, organizations hiring Data Engineers also look for the following supplementary skills:

  • Understanding of SQL and Python
  • Proficiency in cloud platforms
  • Knowledge of Java etc.

2. Mobile Applications Developer


Remember the time when parents kept nagging their kids for unreasonable usage of mobile phones like playing games for hours. And then proceeds the same old dialogue ‘it’s not good for the eyes. The good news is, all the mobile geeks amongst you have a great career option out there. Owing to the increase in the number of mobile users, mobile application developers are invariably in demand. IT firms constantly require application development specialists to design and develop various apps that provide product solutions on platforms like IOS and Android. To be a Mobile application developer one must have experience

The top skills employers seek in a mobile application developer are:

  • Computer Science degree or equivalent
  • Cross-platform development
  • UX/UI Design
  • Programming languages and mobile computing
  • Agile methodologies experience

3. Information Systems Security Manager 

How much does information security analysts make?

Information systems security managers (or IT security managers) are accountable for regulating and administering security policies and standards to enhance the dependability and protection of IT projects. They control expected security threats and deal with the consequence of any violations or breaches.

ISS Managers also direct staff schedule and budget, controls backup and security systems, assess, test, and select new security products and technologies, data recovery, employee training, lead vulnerability audits, forensic investigations, and mitigation procedures, etc.

The applicants are expected to possess the following skills:

  • A Bachelor’s degree in Computer Science, or a related technical field
  • Prior work experience in information security
  • Security concepts related to DNS, routing, authentication, VPN, proxy services, DDOS mitigation technologies
  • Network security architecture and development and definition
  • Firewall and intrusion detection/prevention protocols
  • Familiarity with the third-party auditing and cloud risk management
  • Analytical, communication and Decision-Making Skills.
  • Programming languages like C, C++, C#, java, VMware, Windows, Linux, Oracle, Solaris, Cico, Active Directory, etc.
  • Certifications such as Certified Information Systems Security Professional (CISSP) or CompTIA Security.

4. Application Architect 

Application Architects or Software Architects are liable for designing and analyzing the ongoing software projects, usually working within the scope of one application (system). Applications architects are also responsible for monitoring the whole system, understanding all interactions within components on a given level of abstraction, and defining limitations and requirements for source code.

Application Architects earn an average salary of $141,750.


Application architect needs to be a detail-oriented team player who can consistently contribute valuable insights, suggestions, and relevant solutions in areas of software development, its use, and maintenance. Exceptional communication and strategic planning skills are also required for this job. As every company requires to augment current applications or develop new ones, the application architect career option has a promising future. It’s one of the highest-paying IT jobs.

Technical skills required for this job profile are:

  • Math and science skills
  • Critical thinking
  • Creative problem solving
  • Software skill-set such as AJAX, C#, C++, and LAMP
  • Expertise in design and object-oriented design
  • Analytical and problem-solving skills.

5. Data Architect 

According to Wikipedia “A data architect is a practitioner of data architecture, a data management discipline concerned with designing, creating, deploying and managing an organization’s data architecture”.Data architects and data modelers work with companies and clients attempting to make sense of the operational and processing data they collect. The Data architect determines what information to collect, while the data modelers focus on how to organize the data.

A Data Architect builds complex computer database systems for companies, either for the general public or for individual companies. They work with a team that looks at the needs of the database, and the data that is available and creates a blueprint for creating, testing, and maintaining that database. They translate business requirements into database solutions and supervise data storage (data centers). The security of the organized data is also a part of the Data Architect job role.

The employer seeks the following skills:

  • Bachelor’s degree in computer science
  • Applied math and statistics
  • Data visualization and data migration
  • RDBMSs (relational database management systems) or foundational database skills
  • Database management system software, especially Microsoft SQL Server
  • Practical knowledge of database languages, the most common of which is SQL.
  • Databases such as NoSQL and cloud computing.

6. Database Manager 

Database Manager upgrades hardware and software by assessing transaction processing and database production options and is responsible for maintaining database performance by troubleshooting problems. The data Manager undertakes platform up-gradation and enhancements by supervising system programming. In the current scenario, Database managers are specifically needed in huge organizations dealing with bulky data. A DB manager must possess strong leadership and strategic planning skills.

The skills employers seek in a Database manager are as follows:

  • Bachelor’s or master’s degree
  • Experience working with a database such as Oracle, Microsoft SQL Server or IBM DB2.
  • Strong analytical and organizational skills.
  • An eye for detail and accuracy.
  • Ability to understand business needs.
  • Strong leadership skills.
  • Understanding of structured query language (SQL

7. Data Security Analyst 

A data security analyst or information security analyst is accountable for protecting the organization’s data from external attacks. Any organization that deals in big data or data-driven industries such as consulting, computer systems design, and financial services needs a Data Security Analyst.

The skills required to become a Data Security Analyst are:

  • Bachelor’s degree in computer science, software engineering, information assurance, or a related field
  • Thorough understanding of computer and network security
  • Firewall administration, encryption technologies, and network protocols
  • Excellent communication and problem-solving skills
  • Up to date with the latest trends in security and government regulations

However, many companies prefer candidates who hold a master’s degree in business administration in information systems.

8. Software Engineer 


What is the salary of a software engineer? The average salary for software engineers is $125,750.

Software engineers are responsible for designing and creating engineering specs for both applications and software, which makes them in demand in the current and future markets.

The skills required to become a software engineer are:

  • Bachelor’s degree in computer science or a related area
  • Information system, maths, and engineering knowledge
  • Specific programming language knowledge
  • Software development, design, and debugging
  • Object-oriented design (OOD)
  • Problem-solving and logical thinking
  • Written and verbal communication
  • Teamwork and management

9. Wireless Network/Cloud Engineer 

With everything operating wireless these days such as wireless offices and mobile application development, the demand for wireless network/cloud engineers is increasing like never before. Wireless Network/Cloud Engineers are experts in diverse aspects of Network Technology and possess analytical and problem-solving skills for better career growth in this industry.

The additional skills required for this job profile include:

  • Certification
    like the Certified Wireless Network Professional (CWNP).
  • Academic background in
    wireless equipment and standards and WLAC.

10. Data Scientist 


Excellent communication skills and statistical and mathematical expertise are required to earn a midpoint salary of $125,250.

Knowledge of programming languages such as Python or Java is also sometimes necessary for the job as well. As one of the top tech jobs with the best career opportunities, data scientists have become one of the most demanding jobs across industries.

Read More:   Update A Case for Databases on Kubernetes from a Former Skeptic

Skills required to be a Data Scientist are:

Among all the above profiles Data Scientist does hold a good prospect to be in the highest paying skills in 2021. Data Scientists use their knowledge of statistics and modeling to make sense of complicated data from a variety of sources. And is also responsible for collecting, analyzing, and interpreting extremely large amounts of data.

The skills required are as follows:

  • Maters in Programming, Statistics, Machine Learning, Linear Algebra, and Calculus
  • Python
  • Machine learning
  • Deep learning
  • Natural Language Processing
  • SQL
  • NoSQL
  • Elasticsearch
  • Hadoop

>> Learn more: Data Analyst vs Data Scientist: A Comparison in 2022

11. Senior Web Developer 


According to Wikipedia “A web developer is a programmer who specializes in, or is specifically engaged in, the development of World Wide Web applications using a client-server model”. Senior web developers collect business obligations and then develop blueprints required for web-based applications. They always attempt to build consistent and attractive web properties.

The salary midpoint for senior web developers is $123,000.

Academic qualifications and skills required to be a Senior web Developer include:

  • Bachelor’s degree in computer science or a related field
  • Proficient in front-and back-end systems
  • Expert in one programming language
  • Experience on PHP and Ruby on Rails sites
  • Prior work experience
  • Experience in common languages like HTML5 and JavaScript

12. Systems Engineer

System engineers work with data and project managers to understand systems and consult with customers to determine their needs, corrects software errors in existing systems, and improve performance through hardware upgrades. They are liable for maintaining and supporting the technical infrastructure at a company, including system hardware and software. They do debug and reconfiguration of the system in case of system failure, if necessary.

The skills required are as follows:

  • Bachelor’s Degree in Systems Engineering (4 years).
  • Master’s Degree in Systems Engineering (2 years).
  • Problem Solving and Troubleshooting
  • Motivating and Persuading Others
  • Emotional Intelligence
  • Entrepreneurial Thinking
  • Computer Skills

Systems engineers should also possess strong communication skills to convert technical information to non-technical users.

How much does a systems engineer earn? The salary midpoint for systems engineers is $106,000.

In Conclusion


All the job profiles mentioned in this article are by no means exhaustive however present a good cross-section of the future job market. It is quite clear that jobs like data science and automation are the most in-demand and offer higher than average starting and mid-level salaries.

I hope this information on the skill demand for the coming future will help you and provide more clarity about what career to choose to be future-ready.

Did you like the detailed article? Keep coming back to InApps to get your hands on more such informative articles.


1. How much does a software engineer make?

The average salary for a Software Engineer is $127432 per year in the United States. (According to Indeed – Update June 2022)

2. How much does a front end engineer make?

The average base front-end developer salary in the United States is $74K per year, according to PayScale and Upwork. Senior front-end developers make $113K per year (PayScale). A mid-career front-end developer earns about $74,000 per year. A junior front-end developer with 1–3 years of experience makes $49K per year.

3. How much does a data engineer make?

The average salary for a Data Engineer in the US is $120,942. The average additional cash compensation for a Data Engineer in the US is $26,312. The average total compensation for a Data Engineer in the US is $147,254.

4. How much does information security analysts make?

The average salary for an information security analyst is $92,587 per year in the United States and a $5,000 cash bonus per year. (According to Indeed – Update June 2022)

5. How much does an architect earn?

The average salary for an Architect is $106,021 per year in the United States.

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As a Senior Tech Enthusiast, I bring a decade of experience to the realm of tech writing, blending deep industry knowledge with a passion for storytelling. With expertise in software development to emerging tech trends like AI and IoT—my articles not only inform but also inspire. My journey in tech writing has been marked by a commitment to accuracy, clarity, and engaging storytelling, making me a trusted voice in the tech community.

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