Can You Do Data Science At Home

Daily Life as a Information Scientist: Work From Dwelling house Edition

What we mostly practice at habitation as a Information Scientist

Well, I know many Data enthusiasts want to know what exactly nosotros do as a Information Scientist. Especially during this pandemic situation; "What did you lot do at dwelling house?", "Is it productive?" "Information Scientist is remote working, right?". This is the typical question I see.

Hither, I am going to share my own experience as a Data Scientist who is notwithstanding experiencing working at habitation.

Working Equipment

For starter, we information scientists always demand data access to work properly. Information technology ways whatever working status we are in; the foremost matter is to make sure that nosotros could access the data (either in the database or simply a file).

I am serious well-nigh the data access working equipment because our work would e'er environs the data. Sure, in that location is the time when the work is nigh creating a dainty presentation or dashboard, but fifty-fifty so, that kind of work still needs data support.

In my experience, to have access to the database, I demand to take reliable equipment outset from my company as data is a sensitive thing. For example, Laptop, VPN Access, Internet access, etc. This could take a long time if the queue is long or we live in another city/country than our company (but like I exercise).

Working Schedule

Depend on the company; some companies have flexible hours of working; e.grand., you can work someday as long as you work eight hours a twenty-four hour period, but some visitor has fixed working hours similar 9–5 work.

Mine was fixed, meaning that I have a working schedule I need to attach to when I was working. I work daily from Monday — Friday.

While information technology is expert that I have a fixed schedule, as a Data Scientist, sometimes we can't wait to follow this schedule. In my experience, we could expect to beginning work at an before time, simply virtually of the time, we need to finish later, like then afterwards that you lot take your holiday time. Although, I guess it sometimes happens to every occupation.

Working Activities

I guess people want to know more about Information Scientist activities than the equipment or the schedule. Well, here are my activities.

So, one-half of the weeks that I take were filled with project meetings or any other meetings. Yes, surprising, right? Data Scientist not working with the coding but meeting?

Well, because of the remote working status actually brand things easier to conduct a meeting. Just by a touch on of the button now, we could acquit multiple meetings. Although why nosotros need so many meetings? Considering this is a normal activity in the industrial situation.

Many of the Information Scientist projects are not based on your own favor simply on what the visitor needs. This means we demand to have a lot of discussion regarding what the visitor wants, how to implement the projection, the expected consequence, the timeline, and how the project progresses.

Where is the coding and data part? Information technology comes subsequently that. The other half of my weekly work is coding, information analysis, and modeling you lot work difficult to learn almost it, although it always comes after we agree with the project and the target.

Yes, information technology is our main job to analyze information and create predictive modeling, merely our responsibleness is more than that. While data scientist's stigma is working with model and data all the time, the truth is yous but work with information technology half of the time (at least for me).

For a Information Science entrant, I e'er advise that yous know the business properly; why? Most of your activities, either in-habitation or in-office, would exist surrounded by the business people and the expectation of how your project would help the company business.

I have mentioned above that sometimes my work is more than the schedule intended for. This is considering business people do not understand how long information technology actually takes to analyze and create a decent predictive model. That is why most of the fourth dimension the deadline is stricter than what nosotros expected, and we need to push to do more.

Any other working activities are like to the other occupation with remote working; Training, seminar, and give-and-take.

Working Productivity

Are Data scientists have productive work while working from home? I would say yes and no.

Why yep? We could focus on our safe environment without whatsoever office distraction to clarify information and practise our modeling. Although, why no? Because I have mentioned higher up that data scientists work with other business people, it includes your colleagues. While working remotely, it is hard to coordinate and get an explanation regarding the things you need. This could pb to fourth dimension-wasting only for waiting.

That is why productivity could fluctuate depends on the current condition. Information scientists are nevertheless man workers, later on all.

Conclusion

Data Scientists could piece of work remotely from anywhere as our chore description mostly consist of analyzing information and creating a prediction model. Although working from home means having more than meeting activities than the role working, we demand to align many of the projects remotely.

The productivity fluctuates every bit sometimes we could exist really productive, but we need to expect for adjustment.