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The time has never been better to pursue a career in computer science. There is a high demand for those who work in the industry, which is likely to increase. In addition, there is a need for computer scientists in many industries – many of which compensate these professionals well.
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According to Burning Glass Technologies, most computer science careers will see demand increase by at least 9.3 percent over the next 10 years. The increase in demand will be seen in all possible sectors, whether it is communication, finance, government, manufacturing or health care.
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Whatever path you choose in computer science, Columbia Engineering Boot Camps can be a great resource to check out. Columbia Engineering Data Analytics Boot Camp is a 24-week course that teaches specialized skills that help prepare you to become a Data Analyst, Data Scientist, Business Analyst, or Software Engineer. Columbia Engineering Boot Camps also offers coding boot camps with 12 and 24 week options that can lay the foundation for a career in web development and web design.
Computer scientists implement innovative technologies that help organizations operate more efficiently. Individuals in this role manage the entire computer development cycle, software and hardware development, research and testing of new solutions, and optimization and system improvements as needed. Computer scientists also work with the entire technology team – from data scientists to product managers – to optimize systems and processes.
A current example of how computer scientists work is the work of Eleazar Eskin, who is part of a team at the University of California, Los Angeles. Eskin’s team has developed a new COVID-19 test called SwabSeq, which is reportedly faster than previous methods. According to Eskin, SwabSeg is also “highly scalable”, allowing smaller laboratories to process thousands of samples per day.
The average salary for a computer scientist is about $91,472, according to Burning Glass. Currently, the demand for computer scientists is expected to increase by 9.3 percent over the next decade.
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Data analysts collect, clean, model, and interpret data to solve problems or answer questions. The following list describes common methods of data analysis:
In addition, data analysts present their findings to other stakeholders, either through data visualizations or reports.
Burning Glass data shows data analysts earned a median annual salary of $73,279 in May 2020. A 12.3 percent increase in demand for data analysts is expected over the next 10 years.
You can check out our blog to learn more about how to become a data analyst with or without a degree.
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Data management and organization is the central task of the data engineer. They develop the organization’s data analysis infrastructure, enabling it to identify trends that may affect the organization’s goals.
Research is critical to this role. Data engineers examine large data sets and determine how reliability and performance can be improved. An important variable is the movement of data that must be modeled and verified more effectively. Data engineers examine data to determine whether organizational tasks can be automated, as well as prepare reports for key stakeholders.
“On top of that, there is the question of whether the data is accurate and the issue of data management, how data is shared, privacy into the data that is shared and funneled to different parties,” said David Harris, senior product manager at Udacity. Dice said. “Data engineers need to understand who’s using the data, what it’s being used for, understand the risks if it’s inaccurate or out of date. There’s a lot to think about.”
According to Burning Glass, data engineers earn an average annual salary of $111,435. Demand for this role is expected to grow 20.8 percent over the next 10 years.
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Business analysts operate at the intersection of IT and business, making data-driven recommendations to senior management after using various metrics to evaluate products, systems, services, and processes. They must weigh these recommendations against the cost of implementation.
Jeffrey Hammond, vice president and principal analyst of research and consulting firm Forrester Research, told the CIO that the role of the business analyst “involves identifying requirements and prioritizing requirements and getting feedback and approval on requirements.” Determining the necessity and feasibility of the pivot is important.
Robert Half Technology notes that a comprehensive business analysis will summarize the company’s problems, as well as possible solutions. The plan will be issued a map, along with the price and budget for that plan. In addition, the business analyst will monitor the plan as it is implemented and report back to the stakeholders.
The bottom line is that business analysts must identify problems and prioritize solutions, which must be supported by the data they have analyzed.
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Burning Glass estimates that the average annual salary for business analysts is $79,789 and predicts a 5.9% increase in demand over the next decade.
Data architects work together with data engineers, acting as visionaries – that is, understanding patterns in data sets, visualizing the organization’s digital context, and creating a blueprint that data engineers can follow to create that context.
Flexibility is also important for data architects, as they must not only engage in this type of big-picture thinking, but also be aware of the day-to-day problems of end users. Effective communication with these parties, as well as those at the executive level, is critical.
Information architects earn an average annual salary of $107,689, according to Burning Glass. The demand for these professionals is expected to grow 12.1 percent during the remainder of the decade.
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Web developers use the client-server model — a type of architecture that allows servers and devices to share resources — to develop applications. There are three general types of developers:
Burning Glass notes that the demand for web developers, who earn an average annual income of $91,938, will grow 8.4 percent over the next 10 years.
If you’re interested in learning more about becoming a web developer, explore this guide that provides more information about education, careers and salaries in this field.
Unlike a web developer who is responsible for the front-end of a website, a web designer has the creative ability to make any website look good. Web designers have tools that allow them to create award-winning images for websites, such as a museum celebrating the 20th anniversary of Xbox or a museum promoting a peer-to-peer sales network.
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In addition, web designers will be in constant demand – due to the challenges that every website must face in the competition. Statista notes that people around the world spend about 155 minutes a day on their smartphones and another 37 minutes on their desktop computers. It is up to the web designer to create an image that is impressive enough to attract potential users or customers.
Demand for web designers, who earn an average annual income of $61,188, will grow 6.9% in the next 10 years, according to Burning Glass.
Software developers work within a company’s IT team, developing and designing the company’s software products. This includes code generation, helping to design algorithms, program development, troubleshooting systems, and a number of other responsibilities.
Software developers usually work in computer systems/design and in areas such as finance, insurance, engineering, and manufacturing. They earn an average salary of $98,776, as noted by Burning Glass, which also predicts a 17.3 percent increase in demand for software developers over the next decade.
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Like any other position in the industry, computer programmers have many responsibilities, but the biggest one is writing code. “There’s a lot of personal satisfaction in writing clean, maintainable code that other developers can understand and rely on,” Jenny Wem of London-based software company DataSine Ltd told JAXenter. It “will save the business time and money in the long run,” he added.
This fact highlights the collaborative nature of the position – specifically how programmers work closely with software developers. In addition, developers maintain security and update programs or rewrite them for other operating systems.
Developers earn an average annual salary of $76,267, according to Burning Glass. Unlike other positions in the industry, the demand for them is expected to decrease in the next 10 years, about nine percent.
Jake Sisskind, a business analyst for Avon, a cosmetics retailer, describes his job as one where he examines data trends and determines their relevance.
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“How is the data different from yesterday?” He said in an interview with TechRepublic. “Or from year to year? How will the information affect the business in the future or now? What immediate changes are needed to be effective?’
This highlights the difference between the job of a business analyst and a business analyst. While business analysts collect data from the past and present, business analysts take data and help managers make informed decisions about the future.
Burning Glass predicts a 10.4% increase in demand for business analysts