Skillenai

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

As of 2026-10-31, LIN appears in 255 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning LIN.

Last updated · 90d ending 2026-10-31

Postings · last 90 days
255
Top role · 19.6% of skill postings
Software Engineer
Top hiring metro
Sunnyvale

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Frequently asked questions about LIN

+Is LIN in demand in 2026?

Yes. LIN appears in 255 job postings indexed by Skillenai over the 90 days ending 2026-10-31. Software Engineer accounts for the most postings mentioning LIN (19.6% of all postings mentioning LIN).

+What jobs require LIN?

According to the Skillenai jobs index over the 90 days ending 2026-10-31, among roles with at least 20 postings, the highest shares mentioning LIN are Test Architect (8.0% of that role’s postings mention LIN), Software Integration Engineer (7.3% of that role’s postings mention LIN), Embedded Engineer (6.8% of that role’s postings mention LIN).

+What skills are commonly paired with LIN?

Across job postings indexed by Skillenai (90 days ending 2026-10-31), LIN most often appears alongside CAN, Ethernet, Python, C++, C.

+Where is LIN most in demand?

As of 2026-10-31, the metro areas posting the most jobs requiring LIN are Sunnyvale, Ho Chi Minh City, Bengaluru, Foster City, Milford, according to the Skillenai jobs index.

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

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

+Which skills come before and after LIN?

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 LIN — last 90 days

Career paths around LIN

Skills documented before and after this skill across employer changes.

Historical career profiles · all locations

Skills before LIN

Before LINembedded software design → LIN: 1 observed employer moves with this skill pairHIL testing → LIN: 1 observed employer moves with this skill pairVHDL → LIN: 1 observed employer moves with this skill pairOperator Data Sheets → LIN: 1 observed employer moves with this skill paircloud integration (CLSS) → LIN: 1 observed employer moves with this skill pairSMD → LIN: 1 observed employer moves with this skill pairfunctional validation → LIN: 1 observed employer moves with this skill pairrollback protection → LIN: 1 observed employer moves with this skill pairLINembedded software design: 1 movesembedded softwaredesign1 movesHIL testing: 1 movesHIL testing1 movesVHDL: 1 movesVHDL1 movesOperator Data Sheets: 1 movesOperator DataSheets1 movescloud integration (CLSS): 1 movescloud integration(CLSS)1 movesSMD: 1 movesSMD1 movesfunctional validation: 1 movesfunctionalvalidation1 movesrollback protection: 1 movesrollbackprotection1 moves

Skills after LIN

After LINLIN → Azure DevOps: 1 observed employer moves with this skill pairLIN → calibre: 1 observed employer moves with this skill pairLIN → LDO: 1 observed employer moves with this skill pairLIN → Cucumber: 1 observed employer moves with this skill pairLIN → Engineering Change Notifications (ECN): 1 observed employer moves with this skill pairLIN → Angular: 1 observed employer moves with this skill pairLIN → Git: 1 observed employer moves with this skill pairLIN → DAC: 1 observed employer moves with this skill pairLINAzure DevOps: 1 movesAzure DevOps1 movescalibre: 1 movescalibre1 movesLDO: 1 movesLDO1 movesCucumber: 1 movesCucumber1 movesEngineering Change Notifications (ECN): 1 movesEngineering ChangeNotifications(ECN)1 movesAngular: 1 movesAngular1 movesGit: 1 movesGit1 movesDAC: 1 movesDAC1 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: embedded software design1
Before: HIL testing1
Before: VHDL1
Before: Operator Data Sheets1
Before: cloud integration (CLSS)1
Before: SMD1
Before: functional validation1
Before: rollback protection1
After: Azure DevOps1
After: calibre1
After: LDO1
After: Cucumber1
After: Engineering Change Notifications (ECN)1
After: Angular1
After: Git1
After: DAC1

Roles most likely to require LIN

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

RolePostings mentioning skill% of role postings mentioning skill
Test Architect28.0%
Software Integration Engineer37.3%
Embedded Engineer46.8%
Embedded Software Architect26.7%
Application Software Engineer26.1%
Systems Integration Engineer25.0%
Software Tester14.8%
System Test Engineer34.6%
Embedded Software Engineer353.2%
System Architect43.1%

Roles with the most LIN postings

RolePostings mentioning skillShare of skill postings
Software Engineer5019.6%
Embedded Software Engineer3513.7%
Systems Engineer197.5%
Test Engineer145.5%
Software Architect62.4%
Embedded Engineer41.6%
Software Developer41.6%
Software Test Engineer41.6%
System Architect41.6%
VnV Architect41.6%

Top companies posting jobs requiring LIN

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

Top companies posting jobs requiring LIN
CompanyPostings · 90 days
General Motors58
Bosch58
Applied Intuition18
Aptiv16
Diconium Data12
Zoox12
Applied10
VinFast7
Torcrobotics6
Lucid Motors6

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 LIN

NamePostingsShare
Sunnyvale207.8%
Ho Chi Minh City197.5%
Bengaluru155.9%
Foster City93.5%
Milford93.5%
Hanoi72.7%
Warren72.7%
Ann Arbor62.4%
Bangkok Noi52.0%

Skills commonly paired with LIN

CAN (250)Ethernet (140)Python (138)C++ (79)C (74)AUTOSAR (67)Automotive Ethernet (58)UDS (55)FlexRay (49)CI/CD (48)

Explore related pages

How this was computed

Weekly job-count charts omit the incomplete current week (weeks start Monday, UTC). Totals include all postings in the stated window. Counts derive from the Skillenai jobs index over the 90 days ending 2026-10-31. 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 LIN by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s LIN postings by all LIN 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). An adjusted trend is not shown because comparable posting coverage is insufficient.

source
Skillenai jobs index, deduplicated daily
entity_id
d60cd4eb7f35497a
data_as_of
2026-10-31
window_days
90
Compiled by Jared Rand · Data sourced from the Skillenai labor market index