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Questions tagged [careers]

For questions about skills that statisticians, data scientists, etc. should have to be successful in their careers. When asking a question with this tag, make sure that it is of general interest, rather than seeking advice about your particular situation.

2
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4answers
605 views

What must someone know in statistics and machine learning? [closed]

There seem to be two different worlds in statistics. On one hand, there are the practitioners which run the same tests again and again. On the other hand, there is this overwhelming and seemingly ...
0
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0answers
39 views

Now that I've theoretical foundation in ML, where can I find simple, already solved, practice exercises to better my understanding of data science?

I've studied and understood well quite a bit of theoretical concepts of Machine Learning (except Deep Learning): e.g. the mathematics behind several classification and clustering algorithms, SGD and ...
1
vote
0answers
31 views

Which industry has more interesting use cases and more room to learn for Data Scientist, between Retail and Banking? [closed]

I am posing this question here due to the active community of Data Scientist and people with real industry experience here. I did not put in career advice because this is where we have real people ...
5
votes
2answers
178 views

Self-Study Plan Help (no undergrad math or stats experience)

This has been answered in part in many places but here I am asking again. Background: I did calculus and vectors and advanced functions in high school. Then I did a bachelor's degree in social work ...
0
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1answer
121 views

Where Are Statisticians Going? [closed]

There is an interesting thread I was reading here, discussing the "future of statistics." This got me thinking about the future careers which may be in-demand and future careers which may be created ...
1
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0answers
28 views

The Masters of Applied Statistics (MAS) is a fairly new degree option. Have they proven to be a good way to start a career as a statistician?

Most MAS programs are only a few years old, and as such it's hard to find information on career outcomes of program graduates. I'm wondering if anyone who has worked with an MAS graduate, or who has ...
0
votes
1answer
470 views

Should I pursue a PhD in Statistics? [closed]

I am trying to decide whether or not I should take a PhD program in Statistics. I am not inclined to get a position at a university after my PhD, my goal is rather to get hired by Contract Research ...
1
vote
0answers
34 views

What does a career in biostatistics entail? [closed]

I am a college sophomore who is studying math on a premedical track. I have recently come to doubt whether I am up for the amount of sacrifice involved in an MD - over 11 years of education after high ...
1
vote
1answer
79 views

Which are the favoured places to look for jobs? [closed]

Apologies if this is not an appropriate question for this forum. I haven't been able to find a good answer elsewhere. As per subject really, where do people go to look for academic statistical jobs (...
1
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0answers
45 views

Books for non-statistician? [duplicate]

I have an educational background of biological sciences. I do not have formal education in mathematics or stats. I have been involved in medical research that has statistical methods like regression, ...
2
votes
2answers
127 views

Relevance of a PhD with a quantitative psychology group for applied math

I first posted this question in academia.se, there it was suggested that I could try at the field's specific se. If it is off-topic for here, I will gladly remove it. My background is in mathematics, ...
10
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4answers
2k views

Which of the following statistics courses are the most applicable and useful in finance/tech industry? [closed]

I'm in the process of selecting 3 statistics classes to take for my Applied Math course cluster (doing my concentration in actuarial science or statistical analysis). Which 3 classes out of the ...
1
vote
1answer
175 views

GLM or Statistical Inference for Machine Learning?

First of all: I don't know if this is the correct place to ask this question. If it is not, please help me deciding where I should post it. I want to study Machine Learning as a MSc (UCL if possible) ...
1
vote
1answer
509 views

Most efficient way to direct my studies for a career in Data Science/ML? [closed]

First, I don't know if this question is suitable for this site. I tried posting to Quora, but the length was too long. If it's not an acceptable question, would someone please suggest a more ...
20
votes
3answers
556 views

Doing correct statistics in a working environment?

I am not sure where this question belongs to: Cross Validated, or The Workplace. But my question is vaguely related to statistics. This question (or I guess questions) arose during my working as a "...
13
votes
5answers
1k views

What areas of mathematical statistics are highly employable?

I'm about to finish my honours in statistics, and I really want to do a PhD because I find mathematical statistics extremely interesting. Areas of research I most want to do a PhD in are stochastic ...
12
votes
5answers
815 views

Do private-sector statisticians try to determine causality?

Academic econometricians are often interested in determining causality. It seems like all the private-sector statistical/ data science jobs I hear about are only looking for predictive models. Are ...
1
vote
1answer
102 views

Is real analysis necessary for statisticians? [closed]

I'm almost finishing the undergraduate course in Statistics. Is it worth take a course in Real Analysis if I don't intend to do the master's degree? This will help me in something in the labor market ?...
1
vote
1answer
2k views

Do statisticians need to be good programmers/coders to do their job well? [closed]

I'm interested in majoring in statsitics in my university as an under-grad. I am wondering whether I need to be a good programmer to do statistics because I really struggled in python and java even ...
179
votes
15answers
17k views

What is a data scientist?

Having recently graduated from my PhD program in statistics, I had for the last couple of months began searching for work in the field of statistics. Almost every company I considered had a job ...
3
votes
1answer
592 views

How can a PhD in Machine Learning and AI help you in a life out of Academia? [closed]

I have applied for a PhD in Computer Science. I do not however plan to become an academic afterwards. What I want to achieve is to try to commercialize my research by founding a startup or find a job ...
3
votes
0answers
61 views

What significant problems/solutions have you experienced working with software engineers?

This question is probably at least applicable for those of you that work in a commercial setting. I am working in a rather general way on process improvements with regards to communicating (or not ...
6
votes
0answers
326 views

Getting started as a statistics consultant [closed]

Just by being on CV for a little while now, I've noticed that a lot of the higher reputation users run their own consultation firms. As a new(ish) statistician looking to start his own consultation ...
0
votes
1answer
151 views

Opportunities in machine learning and computational intelligence [closed]

I'm not sure this is the right site to post my question. If not, please direct me to the right one. I'm interested in machine learning and computational intelligence. I've spent the last year of my ...
1
vote
1answer
214 views

Do I need to be a mathematician to be more than an expert in machine learning? [closed]

Machine learning has its roots principally in mathematics so if I wanted to be not only an expert but an innovator in this area would I have to be a computer scientist or would I need to be a ...
0
votes
1answer
422 views

Difference in value between Biostatistics or Bioinformatics masters? [closed]

I'm a mathematics and economics double major and I've been very interested in attending Georgetown's MS programs in Bioinformatics and biostatistics. However, I'm not so sure which one I should ...
4
votes
3answers
336 views

Biostatistics book for mathematician

It would be great if you could recommend me some books on biostatistics for people with a solid background in mathematics. I have an MSc in mathematics and a PhD in bioinformatics/machine learning, ...
2
votes
1answer
48 views

Key points for unofficial stats-101 for service guys?

Background: In my previous job there was an official "stats 101" course. It was brilliant. It gave all the production and engineering folks a shared vocabulary, and provided a decent foundation to ...
8
votes
1answer
3k views

What are hot research topics for PhD dissertation in Biostatistics?

I've been thinking of choosing research topics for PhD dissertation in Biostatistics. I wish to know some hot research topics in recent years. As far as I know, some hot research topics are: High-...
0
votes
1answer
150 views

Does a degree in statistics make one a more rational thinker? [closed]

All my life I have been plagued by mental illness, delusion, superstition. I have come to see the value of science and rationality and skepticism but don't really know how to think in a more ...
1
vote
1answer
211 views

Starting to apply theoretical “data science” learnings to real-world data sets

I've been reading a number of data science books recently (Python, R, etc), plus attempting a number of the MOOC courses, and so on, and the content is reasonably consistent: regression, ...
6
votes
4answers
2k views

Graduate Degree Choices for Data Science?

I'm currently finishing up a B.S. in mathematics and would like to attend graduate school (a master's degree for starters, with the possibility of a subsequent Ph.D.) with an eye toward entering the ...
9
votes
2answers
3k views

Do I need to have a Master's degree in “Statistics” in order to be qualified as a statistician? [closed]

I am a recent graduate from my university and my undergraduate degree is in Statistics. I really like Statistics, and possibly will try to make a living as a statistician. I am looking into a Master's ...
2
votes
1answer
751 views

PhD in statistics, but unsure of how much pure math is needed as requirements

I am applying to a PhD program in biostatistics, and my undergrad was in B.S. applied math and limited pure math background; only topology and some analysis. My question, though, is how much pure ...
0
votes
1answer
142 views

statistical careers where you get to move around? [closed]

I'm about to get my PhD. My background is in engineering and applied mathematics. My research in statistical & machine learning methods for biological applications (without being too specific). ...
3
votes
1answer
485 views

List of suitable job positions for data analyst

While searching for a job for data analyst I found out that many jobs where data analysis is widely used do not include "data" or "statistics" in position title, for example credit specialist, ...
25
votes
7answers
15k views

What is the daily job routine of the machine learning scientist?

I'm a master CS student in a German university now writing my thesis. I will be done in two months I have to make the very hard decision if I should continue with a PhD or find a job in the industry. ...
0
votes
1answer
219 views

Any known example of research project being led by statistician in public health

(I am fully aware that my topic may not be relevant here, do let me know if this is true.) I am a research staff with training in epidemiology and biostatistics, working in government organization on ...
6
votes
2answers
3k views

Do I have to learn SAS if I want to go into industry?

I am currently a PhD student in Biostatistics (finishing my 2nd year). My original goal when entering graduate school was to go into academia. Recently I have been debating this choice and wondering ...
4
votes
3answers
867 views

Transition from pure mathematics to statistics via operational research

I am currently studying an M.Sc. in pure mathematics (my dissertation focuses on category/set theory)). However recently I have decided that I wish to transition to a much more applied field. During ...
2
votes
2answers
383 views

How much does it matter if my Masters is in stats or math (in a stats track)

I have a choice of Master's programs in statistics, one of which is formally a program in applied statistics, the other is formally in math with an applied statistics "track". The courses in the 2 ...
1
vote
0answers
1k views

How helpful is a quant job in Goldman Sachs for later PhD in Machine Learning?

I am a masters in Computer Science and am interested in pursuing a career in Machine Learning, possibly academic, in the long run. I have been offered a position related to Financial Modelling at ...
22
votes
3answers
3k views

Is it important for statisticians to learn machine learning?

Is machine learning an important subject for any statistician to become acquainted with? It seems that machine learning is statistics. Why don't statistics programs (undergraduate and graduate) ...
8
votes
2answers
415 views

How important is domain knowledge in our profession?

or: Does selecting a domain when entering a job narrows your future options for domains and hence jobs ? To make this question as broadly applicable as possible ... profession refers to all kinds of ...
13
votes
2answers
3k views

How far will self study get me?

I have never taken part in an official or structured data analysis or machine learning course (other than recent online offerings) and have learned most of what I know from reading and trying things ...
-2
votes
1answer
139 views

What questions is your data team hoping to answer? [closed]

I'm interested in hearing about what statistics problems other data teams are trying to tackle. For me, I have data on energy usage in the United States, and we are trying to figure out ways to ...
5
votes
3answers
11k views

What statistical tools does a analyst (financial) require?

I just graduated in engineering where I have a very strong background in pure maths, but unfortunately I didnt study any statistics in my course. I know calculus, probability theory, measure theory, ...
2
votes
2answers
1k views

PhD vs MS in biostatistics [closed]

What are the benefits of getting a PhD vs a masters in biostatistics (besides being a professor)? Will the first job will be the same for both levels? Does the PhD in biostatistics really make a ...
2
votes
0answers
558 views

What are the characteristics for a problem to be statistical?

Today, I read a post Computing and Sustainability: What Can Be Done?. And I found that the author of this post can easily find statistical problems in other fields, such as computer science. Since as ...
5
votes
5answers
10k views

Skills & coursework needed to be a data analyst

I am graduating with a bachelor's degree in applied math and I will pursue a master's degree in statistics this fall. There are many specialized fields in applied statistics. I realize I may be more ...