Market evidence report — industrial-assembly-supervisor

Source: 58 real job ads (JSearch API, countries: us 58), extracted into the MSSQL evidence store; as of 2026-07-14. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).

Seniority distribution

Seniority	Ads	Share
mid	43	74 %
lead	14	24 %
senior	1	2 %

Tools — full market ranking

#	Item	Ads	Share
1	Microsoft Excel	5	9 %
2	Microsoft Office	5	9 %
3	ERP systems	4	7 %
4	Microsoft Word	4	7 %
5	Microsoft Outlook	3	5 %

Hard skills — full market ranking

#	Item	Ads	Share
1	quality control	33	57 %
2	production management	28	48 %
3	performance evaluation	27	47 %
4	safety compliance	27	47 %
5	staff scheduling	16	28 %
6	record keeping	10	17 %
7	report preparation	10	17 %
8	staffing adjustment	10	17 %
9	workflow monitoring	10	17 %
10	problem solving	8	14 %
11	process improvement	7	12 %
12	data analysis	5	9 %
13	production supervision	5	9 %
14	root cause analysis	5	9 %
15	inventory management	4	7 %
16	manufacturing operations	4	7 %
17	production planning	4	7 %
18	team leadership	4	7 %
19	assembly	3	5 %
20	mechanical assembly	3	5 %
21	performance appraisal	3	5 %
22	project management	3	5 %

Methods — full market ranking

#	Item	Ads	Share
1	lean manufacturing	40	69 %
2	continuous improvement	34	59 %
3	six sigma	29	50 %
4	standard operating procedures (SOPs)	26	45 %
5	root cause analysis	11	19 %
6	6S methodology	3	5 %

Responsibilities — full market ranking

#	Item	Ads	Share
1	team leadership	41	71 %
2	assembly line supervision	27	47 %
3	production monitoring	19	33 %
4	quality issue resolution	17	29 %
5	workflow adjustment	16	28 %
6	safety inspection	11	19 %
7	budget planning	10	17 %
8	conflict resolution	10	17 %
9	performance development	10	17 %
10	production scheduling	10	17 %
11	quality monitoring	10	17 %
12	employee training	7	12 %
13	quality control	7	12 %
14	issue resolution	5	9 %
15	safety enforcement	5	9 %
16	problem resolution	3	5 %
17	process management	3	5 %
18	production coordination	3	5 %
19	safety compliance	3	5 %
20	workflow management	3	5 %

Regional breakdown

Corpus note: 58 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.

US (us)

58 ads.

Top hard skills:

quality control — 57 % (33 ads)
production management — 48 % (28 ads)
performance evaluation — 47 % (27 ads)
safety compliance — 47 % (27 ads)
staff scheduling — 28 % (16 ads)
record keeping — 17 % (10 ads)
report preparation — 17 % (10 ads)
staffing adjustment — 17 % (10 ads)
workflow monitoring — 17 % (10 ads)
problem solving — 14 % (8 ads)

Top tools:

Microsoft Excel — 9 % (5 ads)
Microsoft Office — 9 % (5 ads)
ERP systems — 7 % (4 ads)
Microsoft Word — 7 % (4 ads)
Microsoft Outlook — 5 % (3 ads)
AS400 software — 3 % (2 ads)
hand tools — 3 % (2 ads)
MRP systems — 3 % (2 ads)
MS Excel — 3 % (2 ads)
MS Word — 3 % (2 ads)

Seniority: mid 74 % · lead 24 % · senior 2 %

UK (gb)

Insufficient evidence — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.

EU/DACH (de, at, ch, nl)