Data Scientist Skills Assessment Questionnaire Form
Please complete this assessment to help us evaluate your skills and experience as a data scientist. Select the most accurate responses for each question.
Full Name
*
First Name
Last Name
How many years of professional experience do you have as a data scientist?
*
Less than 1 year
1-2 years
3-5 years
6-10 years
More than 10 years
Rate your proficiency in the following programming languages:
*
Rows
Beginner
Intermediate
Advanced
Python
1
2
3
R
4
5
6
SQL
7
8
9
Scala
10
11
12
How comfortable are you with the following data science tasks?
*
Rows
Not at all
Somewhat
Very comfortable
Data cleaning & preprocessing
13
14
15
Feature engineering
16
17
18
Model selection
19
20
21
Model deployment
22
23
24
Select the machine learning frameworks you have used extensively.
*
scikit-learn
TensorFlow
PyTorch
Keras
XGBoost
Other
Rate your experience with data visualization tools:
*
Rows
No experience
Basic
Proficient
Matplotlib/Seaborn
25
26
27
Tableau
28
29
30
Power BI
31
32
33
Plotly
34
35
36
How would you rate your knowledge in the following areas?
*
Rows
Poor
Average
Excellent
Statistics & Probability
37
38
39
Machine Learning Algorithms
40
41
42
Deep Learning
43
44
45
Data Ethics & Privacy
46
47
48
On a scale of 1 to 10, how would you rate your problem-solving skills?
*
1 (Needs improvement)
1
2
3
4
5
6
7
8
9
10 (Exceptional)
10
1 is 1 (Needs improvement), 10 is 10 (Exceptional)
How do you typically approach a new data science project? (Briefly describe your process)
*
Please share any recent data science project you are proud of and your specific contributions.
*
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