Topics that software developers learned least about in their education.
The bottom 25 topics according to question 1 of the survey. This is material that educational institutions did not teach much about.
Sample of data from the
1998 Survey of Software Practitioners
Rank |
Topic |
Mean of Q1 |
Std. dev. |
% rating 4 or 5 |
% rating > 1 |
51 |
Simulation |
1.2 |
1.43 |
7% |
38% |
52 |
Parallel and Distributed Processing |
1.2 |
1.44 |
11% |
36% |
53 |
Project Management |
1.2 |
1.48 |
8% |
37% |
54 |
Management |
1.2 |
1.36 |
6% |
37% |
55 |
Human Computer Interaction / User Interfaces |
1.1 |
1.35 |
4% |
35% |
56 |
Psychology |
1.1 |
1.27 |
3% |
36% |
57 |
Software Reliability & Fault Tolerance |
1.0 |
1.28 |
5% |
29% |
58 |
Digital Signal Processing |
1.0 |
1.42 |
10% |
31% |
59 |
Telephony and Telecommunications |
1.0 |
1.33 |
6% |
31% |
60 |
Accounting |
1.0 |
1.33 |
6% |
33% |
61 |
Real-Time System Design |
1.0 |
1.34 |
6% |
30% |
62 |
Pattern Recognition and Image Processing |
0.9 |
1.38 |
8% |
26% |
63 |
Leadership |
0.8 |
1.22 |
3% |
26% |
64 |
Software Metrics |
0.8 |
1.21 |
5% |
24% |
65 |
Security and Cryptography |
0.8 |
1.29 |
4% |
26% |
66 |
Data Acquisition |
0.8 |
1.17 |
2% |
23% |
67 |
Maintenance, Reengineering & Reverse Engineering |
0.8 |
1.11 |
3% |
21% |
68 |
Marketing |
0.7 |
1.13 |
4% |
20% |
69 |
VLSI |
0.6 |
1.14 |
4% |
17% |
70 |
Robotics |
0.6 |
1.11 |
5% |
19% |
71 |
Software Cost Estimation |
0.6 |
1.05 |
3% |
18% |
72 |
Configuration and Release Management |
0.5 |
0.96 |
2% |
15% |
73 |
Entrepreneurship |
0.5 |
1.07 |
3% |
13% |
74 |
Process Standards such as CMM and ISO 9000 |
0.5 |
0.93 |
1% |
14% |
75 |
Negotiation |
0.5 |
0.94 |
1% |
14% |