control systems jobs in 2026 — demand, top roles hiring, and related skills

As of 2026-09-30, control systems appears in 253 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning control systems, with demand share down 11.4% vs the prior 4 weeks.

Last updated · 90d ending 2026-09-30

Postings · last 90 days
253
Demand vs prior month
down 11.4% vs the prior 4 weeks
Top role · 7.1% of skill postings
Top hiring metro
Long Beach

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Frequently asked questions about control systems

+Is control systems in demand in 2026?

Yes. control systems appears in 253 job postings indexed by Skillenai over the 90 days ending 2026-09-30. Software Engineer accounts for the most postings mentioning control systems (7.1% of all postings mentioning control systems).

+What jobs require control systems?

According to the Skillenai jobs index over the 90 days ending 2026-09-30, among roles with at least 20 postings, the highest shares mentioning control systems are Control Systems Engineer (17.0% of that role’s postings mention control systems), Propulsion Test Engineer (13.0% of that role’s postings mention control systems), Autonomy Engineer (10.0% of that role’s postings mention control systems).

+What skills are commonly paired with control systems?

Across job postings indexed by Skillenai (90 days ending 2026-09-30), control systems most often appears alongside Python, C++, data acquisition, automation, instrumentation.

+Where is control systems most in demand?

As of 2026-09-30, the metro areas posting the most jobs requiring control systems are Long Beach, McGregor, Singapore, Boston, Costa Mesa, according to the Skillenai jobs index.

+How can I keep up with new control systems content and jobs?

Skillenai indexes news, blog posts, and research papers mentioning control systems alongside the jobs index. You can subscribe to a daily email digest of new control systems content from your Skillenai account.

+Which skills come before and after control systems?

The skill-flow chart shows skills documented in adjacent positions across observed employer changes. An outgoing skill is documented in the following position but not the preceding one. These are ideas to explore, not proven prerequisites, acquisition dates, or levels of mastery. Each ribbon counts employer moves with that skill pair; one move can contribute several pairs.

Weekly indexed postings requiring control systems — last 90 days

Salary distribution

Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized

Career paths around control systems

Skills documented before and after this skill across employer changes.

Historical career profiles · all locations

Skills before control systems

Before control systemspython → control systems: 3 observed employer moves with this skill pairtroubleshooting → control systems: 2 observed employer moves with this skill pairISO audits → control systems: 1 observed employer moves with this skill pairembedded systems → control systems: 1 observed employer moves with this skill pairtest cases → control systems: 1 observed employer moves with this skill paircalibrated testing equipment → control systems: 1 observed employer moves with this skill pairTinyML → control systems: 1 observed employer moves with this skill pairVME → control systems: 1 observed employer moves with this skill paircontrolsystemspython: 3 movespython3 movestroubleshooting: 2 movestroubleshooting2 movesISO audits: 1 movesISO audits1 movesembedded systems: 1 movesembedded systems1 movestest cases: 1 movestest cases1 movescalibrated testing equipment: 1 movescalibrated testingequipment1 movesTinyML: 1 movesTinyML1 movesVME: 1 movesVME1 moves

Skills after control systems

After control systemscontrol systems → python: 3 observed employer moves with this skill paircontrol systems → machine learning: 2 observed employer moves with this skill paircontrol systems → vendor risk assessments: 1 observed employer moves with this skill paircontrol systems → C#: 1 observed employer moves with this skill paircontrol systems → Unscented Kalman Filters (UKF): 1 observed employer moves with this skill paircontrol systems → SNS: 1 observed employer moves with this skill paircontrol systems → cybersecurity systems: 1 observed employer moves with this skill paircontrol systems → RT targets: 1 observed employer moves with this skill paircontrolsystemspython: 3 movespython3 movesmachine learning: 2 movesmachine learning2 movesvendor risk assessments: 1 movesvendor riskassessments1 movesC#: 1 movesC#1 movesUnscented Kalman Filters (UKF): 1 movesUnscented KalmanFilters (UKF)1 movesSNS: 1 movesSNS1 movescybersecurity systems: 1 movescybersecuritysystems1 movesRT targets: 1 movesRT targets1 moves
How to read this chart · view counts

Each side is an independent set of observed employer moves, not the same people followed through three stages. Ribbon widths compare move counts within that side. Internal moves are not included.

The following position documents a skill that the preceding position does not. Skills must be linked to both positions, with clear dates and no overlap. One move can connect several skill pairs. These patterns suggest skills to explore; they do not establish prerequisites, when a skill was learned, or a higher skill level.

Source: Skillenai talent graph, historical career profiles. Historical descriptions and coverage can change. Only the leading published connections are shown.

Observed connections and move counts
ConnectionMoves
Before: python3
Before: troubleshooting2
Before: ISO audits1
Before: embedded systems1
Before: test cases1
Before: calibrated testing equipment1
Before: TinyML1
Before: VME1
After: python3
After: machine learning2
After: vendor risk assessments1
After: C#1
After: Unscented Kalman Filters (UKF)1
After: SNS1
After: cybersecurity systems1
After: RT targets1

Roles most likely to require control systems

Among roles with at least 20 postings in the same period.

RolePostings mentioning skill% of role postings mentioning skill
Control Systems Engineer817.0%
Propulsion Test Engineer313.0%
Autonomy Engineer210.0%
Power Systems Engineer88.6%
Avionics Test Engineer27.7%
Integration & Test Engineer26.9%
RF Systems Engineer36.7%
Integration Test Engineer15.0%
GNC Engineer14.8%
Systems Engineer Intern14.8%

Roles with the most control systems postings

RolePostings mentioning skillShare of skill postings
Software Engineer187.1%
Systems Engineer176.7%
Automation Engineer155.9%
Test Engineer104.0%
Embedded Software Engineer93.6%
Control Systems Engineer83.2%
Power Systems Engineer83.2%
Robotics Software Engineer62.4%
Avionics Test Systems Engineer52.0%
Engineering Manager52.0%

Top companies posting jobs requiring control systems

Employers ranked by indexed job postings in the last 90 days.

Top companies posting jobs requiring control systems
CompanyPostings · 90 days
SpaceX14
GeVernova8
Relativity Space8
Bosch6
Torcrobotics4
JLL4
Bright Vision Technologies4
Hitachi4
Moog Inc.4
Aspen Technology4

Job postings indexed over the past 90 days, grouped by resolved employer. Counts are postings, not hires. Companies without a published page appear without a link.

Top metros hiring for control systems

NamePostingsShare
Long Beach93.6%
McGregor72.8%
Singapore52.0%
Boston41.6%
Costa Mesa41.6%
San Francisco41.6%
El Segundo31.2%
Folsom31.2%
Hawthorne31.2%

Skills commonly paired with control systems

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How this was computed

Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-30. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Role prevalence divides postings mentioning control systems by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s control systems postings by all control systems postings, including postings without a role. Shares need not sum to 100% for the displayed roles. Pages refresh weekly (or daily for the top-50 most-requested skills). Adjusted posting share: 0.1% to 0.1%. Demand share change is the relative percentage change between these adjusted shares. Each employer-and-ATS group has at least 10 postings in each 90-day window; its earlier posting count supplies the same weight in both windows. The panel includes 2,595 identified employers and covers 68% of earlier and 72% of latest indexed postings. Windows: 2026-06-02 to 2026-08-31 and 2026-06-30 to 2026-09-28 (UTC; end dates excluded). The windows overlap by 62 days. Dates reflect indexing, not the employer’s posting date. This measures posting mix, not total hiring or market-wide demand. Matching excludes entrants and exits; changes in crawl completeness within an employer or ATS can still affect the result.

source
Skillenai jobs index, deduplicated daily
entity_id
203fc71edf58de02
data_as_of
2026-09-30
window_days
90
Hiring engineers who use control systems?

The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.

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Compiled by Jared Rand · Data sourced from the Skillenai labor market index