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THE COMPETITIVE SEMICONDUCTOR MANUFACTURING HUMAN
RESOURCES PROJECT:
Second Interim Report
CSM-32
Clair Brown, Editor
Chapter 3: Headcount and Turnover
Dan Rascher
3.4 Engineers
Table 3-8. Employment Levels Across Fabs
| Engineers |
ASIA |
U.S. |
| MEMORY |
|
|
| Mean |
122.8 |
- |
| Median |
110.0 |
- |
| Minimum |
26.0 |
- |
| Maximum |
245.0 |
- |
| Std. Dev. |
101.0 |
- |
| LOGIC |
|
|
| Mean |
166.0 |
59.7 |
| Median |
166.0 |
41.0 |
| Minimum |
165.0 |
360. |
| Maximum |
167.0 |
102.0 |
| Std. Dev. |
1.4 |
36.7 |
Engineering headcount is higher in the
Asian fabs than in the U.S. fabs. Unlike technicians, there are
more engineers in the logic fabs in Asia than in the memory fabs.
However, because of the low sample size, the difference is insignificant.
Table 3-9. Coefficient of Variation 1990 - 1994
| Engineers |
ASIA |
U.S. |
| MEMORY |
|
|
| Mean |
0.18 |
- |
| Median |
0.16 |
- |
| Minimum |
0.08 |
- |
| Maximum |
0.33 |
- |
| Std. Dev. |
0.12 |
- |
| LOGIC |
|
|
| Mean |
0.19 |
0.11 |
| Median |
0.19 |
0.07 |
| Minimum |
0.15 |
0.07 |
| Maximum |
0.22 |
0.18 |
| Std. Dev. |
0.05 |
0.06 |
Table 3-9 shows a measure of the variability
of employment over time for engineers. As with operators and technicians,
employment levels fluctuate more in the Asian fabs than in the U.S.
fabs. Asian engineers face the same variability in employment regardless
of which type of product they help manufacture, memory or logic.
Similar to operators and technicians, engineer employment fluctuated
more in the Asian fabs in our sample than in the U.S. fabs, where
engineer employment exhibited a steady rise. The higher turnover
in the Asian fabs than in the U.S. fabs for engineers, is partly
explained by higher overall employment levels and greater competition
for labor. Again, the number of quits is less than or equal to the
number of new hires.
Table 3-10. Annual Turnover Information (levels)
| Engineers |
ASIA |
U.S. |
| MEMORY |
New Hires |
Quits |
Terminations |
New Hires |
Quits |
Terminations |
| Mean |
15.5 |
15.0 |
- |
- |
- |
- |
| Median |
15.5 |
15.0 |
- |
- |
- |
- |
| Minimum |
6.0 |
15.0 |
- |
- |
- |
- |
| Maximum |
25.0 |
15.0 |
- |
- |
- |
- |
| Std. Dev. |
13.4 |
0.0 |
- |
- |
- |
- |
| LOGIC |
|
|
|
|
|
|
| Mean |
25.0 |
15.0 |
- |
9.0 |
- |
1.0 |
| Median |
25.0 |
15.0 |
- |
9.0 |
- |
1.0 |
| Minimum |
25.0 |
15.0 |
- |
9.0 |
- |
0.0 |
| Maximum |
25.0 |
15.0 |
- |
9.0 |
- |
2.0 |
| Std. Dev. |
0.0 |
0.0 |
- |
0.0 |
- |
1.4 |
Table 3-11. Functional Headcounts - % of total
| Engineers |
ASIA |
U.S. |
| MEMORY |
Process |
Equipment |
Process |
Equipment |
| Mean |
37.8 |
48.8 |
- |
- |
| Median |
39.0 |
42.0 |
- |
- |
| Minimum |
15.0 |
24.0 |
- |
- |
| Maximum |
60.0 |
85.0 |
- |
- |
| Std. Dev. |
16.0 |
22.7 |
- |
- |
| LOGIC |
|
|
|
|
| Mean |
45.0 |
60.5 |
59.5 |
10.0 |
| Median |
45.0 |
60.5 |
59.5 |
10.0 |
| Maximum |
40.0 |
35.0 |
59.0 |
8.0 |
| Maximum |
50.0 |
86.0 |
60.0 |
12.0 |
| Std. Dev. |
7.1 |
36.1 |
0.7 |
2.8 |
Table 3-11 shows that there is a slightly
higher percentage of equipment engineers than process engineers
in Asian fabs. Conversely, there is a higher percentage of process
engineers than equipment engineers in U.S. logic fabs. There is
a much higher ratio of equipment to process technicians than equipment
to process engineers in both regions. Technicians are needed more
for machine cleaning and maintenance than for work on the process.
Engineers are the principal employee involved in the design of processes.
A fab may need a certain number of technicians and engineers per
piece of equipment, but a substantial number of additional engineers
are needed for process issues.
3.5 Temporary
Workers
Our sample of fabs exhibited a limited use of temporary
workers. Only one of the nine fabs in this sample of U.S. and Asian
fabs uses temporary operators. It is a high performing fab, and
about 30% of the workers are temporary employees. Many of them have
been with the fab a very long time as temporary employees and usually
hold day jobs to supplement their night shift work as operators.
Of the additional five fabs in our larger sample, which includes
European and analog manufactures, two use temporary workers. One
firm has about 33% of its operator work force as temporary, but
the share is decreasing. Another firm fluctuates between 10% and
30% of its operator workforce being temporary.
One of the high performing fabs in our sample uses temporary technicians
for about 30% of its technician workforce. It also has about 3%
of its engineer workforce as temporary employees. One of the fabs
noted that the temporary pool of workers is often used to fill in
for absenteeism of engineers and technicians.
3.6 Occupation
Ratios
| Table 3-12. Employment
Ratios |
|
ASIA |
U.S. |
| MEMORY |
ops/
eng
|
ops/
tech
|
tech/
eng
|
ops/
sup
|
eng/
man
|
ops/
eng
|
ops/
tech
|
tech/
eng
|
ops/
sup
|
eng/
man
|
| Mean |
9.4 |
3.0 |
1.6 |
46.1 |
16.2 |
- |
- |
- |
- |
- |
| Median |
6.9 |
3.2 |
1.6 |
30.2 |
8.7 |
- |
- |
- |
- |
- |
| Minimum |
2.4 |
1.9 |
1.2 |
13.3 |
6.9 |
- |
- |
- |
- |
- |
| Maximum |
21.3 |
3.9 |
2.0 |
110.6 |
33.0 |
- |
- |
- |
- |
- |
| Std. Dev. |
8.2 |
1.0 |
0.5 |
44.3 |
14.6 |
- |
- |
- |
- |
- |
| LOGIC |
|
|
|
|
|
|
|
|
|
|
| Mean |
2.3 |
3.8 |
0.8 |
13.2 |
18.7 |
6.6 |
3.9 |
1.7 |
12.4 |
7.1 |
| Median |
2.3 |
3.8 |
0.8 |
13.2 |
18.7 |
6.3 |
4.3 |
1.5 |
13.6 |
6.0 |
| Minimum |
2.2 |
1.9 |
0.4 |
13.1 |
4.4 |
4.2 |
2.7 |
1.5 |
10.0 |
5.1 |
| Maximum |
2.3 |
5.6 |
1.2 |
13.3 |
33.0 |
9.4 |
4.7 |
2.0 |
16.5 |
10.2 |
| Std. Dev. |
0.1 |
2.6 |
0.6 |
0.2 |
20.2 |
2.6 |
1.0 |
0.3 |
2.1 |
2.7 |
Table 3-12 shows the distribution of
the internal ratio of some job categories. The number of operators
to engineers in memory fabs exceeds the same ratio in logic fabs;
however, U.S. logic fabs have many more operators to engineers than
Asian logic fabs. The ratio of operators per technician is roughly
the same across product types, about three or four operators for
every technician. The employment levels of both equipment technicians,
the largest technician job specialty, and operators are likely to
be highly influenced by the number of pieces of equipment. Thus,
the ratios are similar across product types.
The number of technicians per engineer is greater in U.S. logic
than Asia logic fabs. Asia memory fabs have over three times as
many operators per supervisor as Asia logic fabs. The Asian ratio
of engineers to managers is much higher than in U.S. fabs. In our
sample, for a given number of operators and technicians, it appears
that logic chip manufacturing requires more engineers, supervisors,
and managers than memory production. In other words, the operator
to technician ratio is roughly constant throughout Table 3-12. The
ratio of operators and technicians to engineers (supervisors also)
is lower in the logic fabs meaning that more engineers (supervisors
also) are used in logic for a given number of operators and technicians.
Since the engineer to manager ratio exhibits no dominant pattern
across product types, and there are more engineers in logic, then
there are more managers also.
As far as regional differences are concerned, the U.S. fabs use
two or three times as many operators per engineer and technicians
per engineer as Asian fabs. As expected, the ratio of operators
to technicians doesn't vary across geographic regions. The fraction
of operators per supervisor is roughly the same across regions at
13 or so for logic producers. U.S. fabs use fewer engineers per
manager than their Asian counterparts. For a given number of operators,
technicians, supervisors, and managers, the U.S. logic fabs use
fewer engineers than the Asian logic fabs.
Are employment ratios related to the performance metrics? Even with
our small sample, some interesting correlations emerge as shown
in Table 3-13. A high operator to supervisor ratio is associated
with more defects in logic production and lower direct labor productivity
for both products. A high ratio of operators to engineers is associated
with more defects, but an increased throughput, in logic fabs.
Table 3-13. Correlations of Occupational Ratios
to Performance Metrics
| |
Operators/
Supervisors
|
Operators/
Engineers
|
| Defect Density: Logic Fabs |
negative |
negative |
| Direct Labor Productivity: Logic and
Memory Fabs |
negative |
|
| Stepper Throughput: Logic Fabs |
|
positive |
3.7
Conclusion
In general, memory fabs have more operators but fewer engineers
than logic fabs. Asian fabs have more workers of all types than
U.S. fabs in our sample. There is less employment stability in the
Asian fabs than in the U.S. fabs. Turnover (especially quits) is
higher in the Asian fabs than in the U.S. fabs, partially reflecting
the use of female operators who leave the workforce early to start
families, and the local competition for workers. One example of
a less stable work situation comes from one fab, which is trying
to decrease its headcount by 40% while it doubles its productivity.
The use of temporary workers is limited in our sample. The few fabs
that do use them have about 30% of their operator and technician
workforce and about 3% of their engineering workforce as temporary.
There is a higher ratio of equipment to process technicians than
equipment to process engineers because of the cleaning and maintenance
activities performed by technicians. On the other hand, engineers
are the primary workers involved in process design, implementation,
and testing.
Logic chip manufacturing uses more engineers, supervisors, and managers
per operator and technician than memory chip production. In the
U.S., logic producers use fewer engineers than Asian logic manufacturers
per total worker. A higher number of operators per supervisor is
associated with lower performance in defect density and direct labor
productivity. A high level of operators per engineer is correlated
with lower performance in defect density, but higher stepper throughput.
End of Chapter
3
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4
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of Contents for the CSM-HR Interim Report
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