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Homework answers / question archive / IFSM330 WEEK 8 DISCUSSION For our final week of discussion, this is going to be the most open-ended topic of the  course

IFSM330 WEEK 8 DISCUSSION For our final week of discussion, this is going to be the most open-ended topic of the  course

Computer Science

IFSM330 WEEK 8 DISCUSSION

For our final week of discussion, this is going to be the most open-ended topic of the  course.

Before embarking on this discussion, be sure you've reviewed the readings from last week and this week.  The Tutorial and Update Tutorial on Big Data Analytics: Concepts, Technologies and Applications.

It is well documented that the analytics job market is booming, but not particularly organized.

Job titles can vary widely, as can requested skills, degrees, certifications, etc.

There are also subtle differences between data science, data analytics, business analytics, etc.

For the initial post group this week, OPTION 1 involves an attempt to synthesize a few articles/posts on the issue--3 citations minimum.

Pay particular attention to WHEN articles or posts were published because all these job characteristics have been a moving target for several years.  This does not necessarily mean that you need to ONLY focus on content from the last 6 months (or 6 days), but when you compose your initial post, it's important to acknowledge any differences/discrepancies between content from 2014 and last week.

Alternatively, for OPTION 2, you might consider looking at actual job postings in analytics.  If you choose this route, do not stop at the first 3 job listings you find.  You should reference at least 5 job postings.  You may want to limit your search to entry level jobs (using keywords like 'junior' or 'entry level').   All the 'usual suspects' in terms of job boards are fair game, such as indeed.com or usajobs.gov for government jobs.   If you want to cast a wider net, check out this blog post on 25 websites to find data science jobs (you can also search for 'analytics' on any of these sites).

Again, I'm going to leave this question open ended so we can encourage a variety of perspectives.  Please do not restrict yourself to the first page that Google shows you.  If we all do that, we'll end up with a limited perspective on this question of the job market in analytics.

Different kinds of questions you might address are (you are NOT required to address ALL these!):

  • In terms of the Watson's Tutorial (2014) and Update Tutorial (2019) on Big Data Analytics: Concepts, Technologies and Applications, have Watson's observations on data analytics skills and job categories from 2014 remained valid?
  • What is the latest growth projections for the job market in analytics?
  • Has there been any standardization in analytics job titles?
  • What are some of the fundamental skills required?  This could be technical or not.
  • If technologies are mentioned, which ones?
  • Are there any recently emerging (hot) skills?
  • What about degrees, certifications?
  • Are there specific industries which seem to be hiring more analytics specialists than others?  Specific geographies?
  • Again regarding Watson's Tutorial (2014) and Update Tutorial (2019), the author mentions privacy issues in both.  Any sign of privacy as a theme/skill/specialization in any of the articles or job postings you've reviewed?
  • Keep going, don't limit yourself

For Option 1: You should have a MINIMUM of three sources (citations and references in APA format) in your initial post. 

For Option 2: If you reference an article, you should have a citation and reference in APA format.  Citing a job announcement can be tricky (plus 5 are required and I don't want SO much time spent on citations), so APA format is not required, but please include a URL for each job announcement (either within the text or at the end of your post).

For both OPTIONS, initial posts should be 500 words should be a minimum.

Reply groups: Feel free to do your own research as well!

References

Watson, H.J. (2014). Tutorial: Big data analytics: Concepts, technologies and applications. Communications of the Association for Information Systems, 34(Article 65), 1247-1268.

Watson, H.J. (2019). Update tutorial: Big data analytics: Concepts, technologies and applications. Communications of the Association for Information Systems, 44(Article 21), https://doi.org/10.17705/1CAIS.04421

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IT jobs have been expanding and growing in number in the past decade. The need for IT professionals increased as organizations adopted more and more IT solutions. According to an article by Andrew Strieber, Software engineering had the best hiring outlook of jobs in 2010. He says it has low unemployment than the national average and projected job growth of nearly 45% through 2016. Though they were called actuary jobs, data analytics was also becoming a demanded profession. The other best profession in 2010 was Computer Systems analyst.

Software development became the hottest IT job in 2015, followed by computer system analyst and information security analyst. Software developers design, test, maintain and improve applications and operating system software. According to business insider, there were 139,900 job openings and 2.7% unemployment rate in 2015. There are currently a lot more software developers in the market, but demand outpaces supply. Software developers that have a full-time job get contacted by recruiters often.
It is still the most demanded jobs in 2020, and some say it is future proof, meaning the technology will not replace software developers soon. Database administrator ranked number nine of most wanted jobs with expected job openings of 17,900.

Machine learning is the most talked-about IT topic in 2020. Machine learning, in short, is teaching computers to analyze data to make predictions. Another related topic is artificial intelligence. Some confuse these two concepts often, but machine learning is one of the methods used to achieve Artificial intelligence. When it comes to occupations, machine learning engineer ranks number one for most wanted jobs in 2020. According to Chad Crabtree, ML engineer's average base salary is 146,085 and job growth is 344% from 2015-2018. The other most popular job is data scientist. With the organizations' growing need to collect more and more data, it isn't surprising that this field is popular. Data scientist's job responsibility is to compile, clean, and present data for organizations to make an informed decision. Glassdoor says data science is one of the top careers in terms of job satisfaction ratings.
The other popular IT jobs are still relevant and in demand in 2020. Several new IT fields are created like robotic process automations, edge computing, virtual and augmented reality.

IT has been a fast-growing industry in the last decade. Millions of IT jobs added to the market between 2010 and 2019, including jobs within the IT industry like sales and HR at tech firms. Software development and IT support fields had a great number of employees. The most significant job growth was seen in cybersecurity analysis, with 134% growth. Cybersecurity became critical following security breaches that happened in several organizations. It is difficult to predict what the future of IT jobs will look like. However, some experts try to guess, depending on current trends. One significant trend is the migration to cloud computing, which looks like it is taking attention away from traditional infrastructures. The coronavirus pandemic also brings additional uncertainty. One thing that we can be sure about is that technology, in general, will stay relevant in the foreseeable future.

Crabtree, C. M. (2020, October 2). Best Tech Jobs 2020: The Most In-Demand Careershttps://careerkarma.com/blog/best-tech-jobs/.

Taylor, E. (2015, January 13). The 11 Hottest Tech Jobs Of 2015. Business Insider. https://www.businessinsider.com/the-11-hottest-tech-jobs-of-2015-2015-1.

Strieber, A. (2017, March 9). The 10 Best Jobs of 2010. CareerCast.com. https://www.careercast.com/jobs-rated/10-best-jobs-2010.