Should You Become a Data Scientist in 2021?


  1. Introduction
  2. Job Outlook
  3. Pay
  4. Remote
  5. Summary
  6. References

With each and every new 12 months comes extra consciousness of the name Data Scientist. I to find myself no longer having to explain myself up to time is going on, on what my daily is, in addition to what I do in common as a Data Scientist. In addition to college classes, boot camps, and on-line video training, it sort of feels as even though most people is catching directly to what a Data Scientist actually is, in addition to find out how to transform one. With that in thoughts, what’s going to the 2021 panorama appear to be for Data Scientists? Even even though as Data Scientists we will be able to assume now that we have got been round for reasonably a whilst, it sort of feels to be prevalent in task descriptions from quite a lot of firms that the desire continues to be there — the outlook is certain. What are one of the vital causes you might be a Data Scientist now, and if you happen to aren’t one already, then why do you wish to have to transform a Data Scientist? Is 2021 a just right 12 months to transform a Data Scientist? These are the questions I can be answering or discussing in the sections beneath. Read on if you need to be told extra concerning the outlook of the Data Science profession from a skilled Data Scientist.

Photo by means of Seb Mooze on Unsplash [2].

Personally, I’ve observed extra jobs pop up and feature heard from others as smartly that extra positions are changing into to be had at quite a lot of firms. But, as a Data Scientist, I need to have a look at the information itself. According to the Occupational Outlook Handbook [3], for Computer and Information Research Scientists, the outlook is projected to develop over the next years, which incorporates 2021.

Here are the professional figures for the outlook:

  • 15% build up from 2019 to 2029
  • 2019 employment: 32,700 positions
  • 2029 employment: 37,700 positions

As you’ll be able to see, the numeric build up is 5,000 for the projected employment. Along with laptop and knowledge analysis sciences, Data Scientists too can fall into different task classes like tool engineering and statistics, that are additionally seeing enlargement. It is essential to notice that the expansion charge expectation is upper than the typical for all occupations, which is at 4%.

For Data Scientists and different mathematical science occupations particularly, the expansion charge is in reality projected at 31%, probably the most very best in The United States. Here [4] is any other supply of previous employment and wages for Data Scientists on an much more granular stage, together with business breakdowns, and maps by means of US state.

As a Data Scientist, I’ve some hypotheses or common expectancies of what to anticipate in 2021. As 2020 has transform a surprisingly difficult 12 months, it has additionally transform tricky to are expecting for firms. The 12 months 2021 will glance to search out how the 2020 information will affect their 2021 initiatives. Additionally, firms will emerge or develop in other portions of the industry on account of the restrictions that present occasions have pressed upon them. For instance, film manufacturing firms will weigh the professionals and cons of theater vs streaming when liberating a new film. Is there a positive demographic this is much more likely to visit a theater in user if they’re open? Are some form of other folks much more likely to shop for a costlier, new film at domestic with streaming? You can see that there are heaps of recent questions that may be raised from the results of 2020.

Some of those questions will also be replied by means of Data Scientists who will use new information and paintings with new use circumstances with Machine Learning algorithms to assist are expecting or make a new procedure extra environment friendly.

For instance, one may be expecting that a corporate will goal advertising against positive counties in a state for extra of an in-person theater enjoy, or the other will also be stated for focused on the opposite counties to look at new motion pictures at domestic. A large number of those new Data Science issues shall be fascinated about no longer most effective prediction, but in addition optimization with extra granularity — than ever earlier than.

Photo by means of Viacheslav Bublyk on Unsplash [5].

The 12 months 2020 apart, quite impartial is the pay for a Data Scientist or a Computer and Information Research Scientist. There a ton of statistics on those pay expectancies. However, even with the information offered, it is very important analyze what position you might be particularly making use of for or pursuing, and researching your self real looking expectancies for wage at your subsequent and even present place of job. As somebody who has carried out to a number of Data Science roles over the last few years, I’ve been surprised by means of the variability in wage for this place — so it’s important to concentrate on what form of position you might be pursuing. Some positions will, sadly, disguise the real Data Science paintings in the outline and interviews, and you’ll be expecting the position to be an intro position when it’s extra senior stage and vice versa. What are any other elements for deciding pay? As you’ll be able to see, this query is quite of a Data Science downside in itself — are you able to are expecting how a lot an be offering shall be from a corporate? So allow us to deal with this query as a Data Science downside and provide the options which are essential in explaining the wage variable.

Here are conceivable essential options or elements to take into accounts when negotiating wage for 2021:

Personal elements

  • years of enjoy/seniority (e.g., 1–2 years, 10+ years)
  • training stage (e.g., bootcamp, statistics, grasp’s stage?)
  • abilities (e.g., SQL, TensorFlow, Deep Learning)
  • earlier pay (e.g., anticipating the similar or more cash for the following position)

Company elements

  • location total (e.g., San Francisco)
  • business (e.g., motion pictures)
  • location kind (e.g., town or rural?)
  • different Data Scientists at the workforce (e.g., a restricting issue is somebody else’s wage)
  • task name (e.g., Sr. Data Science Manager, Jr. Machine Learning Engineer)

So even if the median annual salary is also a positive quantity, you’ll have to recall to mind the above elements in addition to a number of others to resolve each your corporate and private wage expectancies.

Below are the documented pay statistics.

Median Annual Wage

* 2019 May: $122,840* Lowest 10%: $69,990* Highest 10%: $189,780I might be expecting those values to stick the similar or build up for 2021

Of path, it isn’t a surprise that Data Science can pay smartly because it calls for a broad number of abilities, and the affect it may possibly have is essential. 2021 shall be no expectation.

Photo by means of Roberto Nickson on Unsplash [6].

Current occasions have led many to paintings remotely if they are able to. As it turns into extra confirmed through the years that operating from domestic does no longer halt growth, extra positions in 2021 can be expecting to be faraway positions. Whether you favor or don’t wish to do business from home, you aren’t restricted by means of operating remotely most effective as a Data Scientist. A large number of the paintings required in Data Science is in its most simple shape is programming (of a few kind) — which means that bodily, to accomplish your task, you most effective in point of fact want your pc, tool, and the facility to code and proportion. There are different sides of Data Science that may have the benefit of operating in-person, however the ones too can now be carried out at domestic with reside video tool programs. Of path, if you happen to favor in-person or in-office that choice would possibly begin to transform to be had as smartly in 2021.

I might be expecting extra positions to transform faraway in 2021. Of path, there are cons to operating from domestic, however in 2021, we won’t have the luxurious of operating in an workplace or being worried about that. Therefore, I can be that specialize in the positives of operating from domestic.

Here are one of the vital advantages of operating from domestic:

  • no trip
  • no longer drained out of your trip
  • extra time to paintings — if you wish to have
  • fewer distractions — relying for your scenario
  • much less time spent strolling to conferences (e.g., infrequently I must force to conferences as a Data Scientist in the previous)
  • safely touring/operating in secure, other, motivating areas

As a results of having extra time from no longer commuting-

  • extra time to determine
  • extra time to sleep
  • extra time to be wholesome

As you’ll be able to see, there are a number of advantages of operating from domestic as a Data Scientist, irrespective of the 12 months — alternatively, 2021 would possibly provide extra work-from-home choices for Data Scientists, even previous 2021.

Data Science can have a other panorama with other alternatives in 2021. However, you’ll be able to nonetheless be expecting enlargement in the sector, in addition to a aggressive wage, in conjunction with some great benefits of operating from domestic.

I mentioned the next in this newsletter, answering the query of “Should You Become a Data Scientist in 2021?“:

* task outlook — 2021 and past* pay/wage * faraway/operating from domestic

If you wish to be told extra concerning the best Five causes to transform a Data Scientist, I’ve written a extra granular article masking the advantages that may be carried out to 2021 as smartly [7]:

Thank you for studying! I am hoping you discovered this newsletter each attention-grabbing and helpful. Please unfastened to remark down beneath and to talk about your expectancies on Data Science in 2021.

It shall be attention-grabbing to listen to about how you’re feeling about operating from domestic as a Data Scientist, in addition to if you happen to assume Data Science will keep as standard as it’s now.

[1] Photo by means of Kelly Sikkema on Unsplash, (2020)

[2] Photo by means of Seb Mooze on Unsplash, (2019)

[3] Bureau of Labor Statistics, U.S. Department of Labor, Occupational Outlook Handbook, Computer and Information Research Scientists,
at (visited December 01, 2020).

[4] U.S. BUREAU OF LABOR STATISTICS, Occupational Employment and Wages, May 2019, 15–2098 Data Scientists and Mathematical Science Occupations, All Other, (visited 2020)

[5] Photo by means of Viacheslav Bublyk on Unsplash, (2019)

[6] Photo by means of Roberto Nickson on Unsplash, (2019)

[7] M.Przybyla, The Top 5 Reasons to Become a Data Scientist, (2020)


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