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

As of 2026-09-30, SysML appears in 419 job postings indexed by Skillenai over the past 90 days — Systems Engineer has the most postings mentioning SysML, with demand share up 8.8% vs the prior 4 weeks.

Last updated · 90d ending 2026-09-30

Postings · last 90 days
419
Demand vs prior month
up 8.8% vs the prior 4 weeks
Top role · 56.8% of skill postings
Top hiring metro
Cambridge

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Frequently asked questions about SysML

+Is SysML in demand in 2026?

Yes. SysML appears in 419 job postings indexed by Skillenai over the 90 days ending 2026-09-30. Systems Engineer accounts for the most postings mentioning SysML (56.8% of all postings mentioning SysML).

+What jobs require SysML?

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 SysML are Model-Based Systems Engineer (55.0% of that role’s postings mention SysML), Hardware Systems Engineer (10.8% of that role’s postings mention SysML), Systems Architect (8.5% of that role’s postings mention SysML).

+What skills are commonly paired with SysML?

Across job postings indexed by Skillenai (90 days ending 2026-09-30), SysML most often appears alongside systems engineering, Cameo, DOORS, Model-Based Systems Engineering (MBSE), requirements management.

+Where is SysML most in demand?

As of 2026-09-30, the metro areas posting the most jobs requiring SysML are Cambridge, Huntsville, Colorado Springs, Chantilly, Costa Mesa, according to the Skillenai jobs index.

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

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

+Which skills come before and after SysML?

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 SysML — last 90 days

Salary distribution

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

Career paths around SysML

Skills documented before and after this skill across employer changes.

Historical career profiles · all locations

Skills before SysML

Before SysMLpython → SysML: 2 observed employer moves with this skill pairPTC Creo → SysML: 2 observed employer moves with this skill pairMatLab → SysML: 2 observed employer moves with this skill pairsystem level testing → SysML: 1 observed employer moves with this skill pairRoHS → SysML: 1 observed employer moves with this skill pairCE → SysML: 1 observed employer moves with this skill pairPHP → SysML: 1 observed employer moves with this skill pairFCC → SysML: 1 observed employer moves with this skill pairSysMLpython: 2 movespython2 movesPTC Creo: 2 movesPTC Creo2 movesMatLab: 2 movesMatLab2 movessystem level testing: 1 movessystem leveltesting1 movesRoHS: 1 movesRoHS1 movesCE: 1 movesCE1 movesPHP: 1 movesPHP1 movesFCC: 1 movesFCC1 moves

Skills after SysML

After SysMLSysML → Architecture/CONOPs: 1 observed employer moves with this skill pairSysML → ci/cd: 1 observed employer moves with this skill pairSysML → low-level computer design: 1 observed employer moves with this skill pairSysML → Spring Boot: 1 observed employer moves with this skill pairSysML → SciPy: 1 observed employer moves with this skill pairSysML → Model Based Systems Engineering: 1 observed employer moves with this skill pairSysML → CMake: 1 observed employer moves with this skill pairSysML → REST APIs: 1 observed employer moves with this skill pairSysMLArchitecture/CONOPs: 1 movesArchitecture/CONO…1 movesci/cd: 1 movesci/cd1 moveslow-level computer design: 1 moveslow-level computerdesign1 movesSpring Boot: 1 movesSpring Boot1 movesSciPy: 1 movesSciPy1 movesModel Based Systems Engineering: 1 movesModel BasedSystemsEngineering1 movesCMake: 1 movesCMake1 movesREST APIs: 1 movesREST APIs1 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: python2
Before: PTC Creo2
Before: MatLab2
Before: system level testing1
Before: RoHS1
Before: CE1
Before: PHP1
Before: FCC1
After: Architecture/CONOPs1
After: ci/cd1
After: low-level computer design1
After: Spring Boot1
After: SciPy1
After: Model Based Systems Engineering1
After: CMake1
After: REST APIs1

Roles most likely to require SysML

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

RolePostings mentioning skill% of role postings mentioning skill
Model-Based Systems Engineer1155.0%
Hardware Systems Engineer410.8%
Systems Architect158.5%
Systems Integration and Test Engineer28.3%
System Engineer46.8%
Systems Engineer2386.3%
Radar Systems Engineer36.1%
System Architect75.8%
Space Systems Engineer24.8%
Test Engineering Manager14.5%

Roles with the most SysML postings

RolePostings mentioning skillShare of skill postings
Systems Engineer23856.8%
Software Engineer348.1%
Systems Architect153.6%
Model-Based Systems Engineer112.6%
System Architect71.7%
Enterprise Architect51.2%
Hardware Systems Engineer41.0%
System Engineer41.0%
Data Scientist30.7%
Digital Systems Engineer30.7%

Top companies posting jobs requiring SysML

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

Top companies posting jobs requiring SysML
CompanyPostings · 90 days
Northrop Grumman82
Globalpr21
Sheraspace17
GlobaliD14
RTX11
KBR, Inc11
Anduril10
Anduril Industries9
CACI8
Draper8

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 SysML

NamePostingsShare
Cambridge112.6%
Huntsville112.6%
Colorado Springs102.4%
Chantilly81.9%
Costa Mesa81.9%
Aguadilla61.4%
El Segundo61.4%
Cedar Rapids51.2%
Sunnyvale51.2%

Skills commonly paired with SysML

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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 SysML by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s SysML postings by all SysML 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: 0.2% to 0.2%. 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
ebaaed8d33d5b668
data_as_of
2026-09-30
window_days
90
Hiring engineers who use SysML?

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