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

As of 2026-10-29, Performance monitoring appears in 531 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning Performance monitoring, with demand share down 4.9% vs the prior 4 weeks.

Last updated · 90d ending 2026-10-29

Postings · last 90 days
531
Demand vs prior month
down 4.9% vs the prior 4 weeks
Top role · 14.1% of skill postings
Top hiring metro
New York City

Which roles want Performance monitoring?

Upload your resume and Skillenai will show which roles your Performance monitoring experience fits, which skills you already cover, and what is missing.

Frequently asked questions about Performance monitoring

+Is Performance monitoring in demand in 2026?

Yes. Performance monitoring appears in 531 job postings indexed by Skillenai over the 90 days ending 2026-10-29. Software Engineer accounts for the most postings mentioning Performance monitoring (14.1% of all postings mentioning Performance monitoring).

+What jobs require Performance monitoring?

According to the Skillenai jobs index over the 90 days ending 2026-10-29, among roles with at least 20 postings, the highest shares mentioning Performance monitoring are Technical Success Manager (12.0% of that role’s postings mention Performance monitoring), Founding Product Engineer (11.5% of that role’s postings mention Performance monitoring), Storage Architect (9.1% of that role’s postings mention Performance monitoring).

+What skills are commonly paired with Performance monitoring?

Across job postings indexed by Skillenai (90 days ending 2026-10-29), Performance monitoring most often appears alongside Python, SQL, observability, CI/CD, machine learning.

+Where is Performance monitoring most in demand?

As of 2026-10-29, the metro areas posting the most jobs requiring Performance monitoring are New York City, Lexington, London, Sydney, Berlin, according to the Skillenai jobs index.

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

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

+Which skills come before and after Performance monitoring?

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 Performance monitoring — last 90 days

Salary distribution

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

Career paths around Performance monitoring

Skills documented before and after this skill across employer changes.

Historical career profiles · all locations

Skills before Performance monitoring

Before Performance monitoringpython → Performance monitoring: 5 observed employer moves with this skill pairJava → Performance monitoring: 4 observed employer moves with this skill pairT-SQL → Performance monitoring: 3 observed employer moves with this skill pairoracle → Performance monitoring: 2 observed employer moves with this skill pairETL → Performance monitoring: 2 observed employer moves with this skill pairsql → Performance monitoring: 2 observed employer moves with this skill pairAWS → Performance monitoring: 2 observed employer moves with this skill pairdata preprocessing → Performance monitoring: 2 observed employer moves with this skill pairPerformancemonitoringpython: 5 movespython5 movesJava: 4 movesJava4 movesT-SQL: 3 movesT-SQL3 movesoracle: 2 movesoracle2 movesETL: 2 movesETL2 movessql: 2 movessql2 movesAWS: 2 movesAWS2 movesdata preprocessing: 2 movesdata preprocessing2 moves

Skills after Performance monitoring

After Performance monitoringPerformance monitoring → kubernetes: 6 observed employer moves with this skill pairPerformance monitoring → docker: 5 observed employer moves with this skill pairPerformance monitoring → sql: 3 observed employer moves with this skill pairPerformance monitoring → AWS: 3 observed employer moves with this skill pairPerformance monitoring → python: 3 observed employer moves with this skill pairPerformance monitoring → log shipping: 2 observed employer moves with this skill pairPerformance monitoring → Agile: 2 observed employer moves with this skill pairPerformance monitoring → ReactJS: 2 observed employer moves with this skill pairPerformancemonitoringkubernetes: 6 moveskubernetes6 movesdocker: 5 movesdocker5 movessql: 3 movessql3 movesAWS: 3 movesAWS3 movespython: 3 movespython3 moveslog shipping: 2 moveslog shipping2 movesAgile: 2 movesAgile2 movesReactJS: 2 movesReactJS2 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: python5
Before: Java4
Before: T-SQL3
Before: oracle2
Before: ETL2
Before: sql2
Before: AWS2
Before: data preprocessing2
After: kubernetes6
After: docker5
After: sql3
After: AWS3
After: python3
After: log shipping2
After: Agile2
After: ReactJS2

Roles most likely to require Performance monitoring

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

RolePostings mentioning skill% of role postings mentioning skill
Technical Success Manager312.0%
Founding Product Engineer311.5%
Storage Architect29.1%
Sales Engineering Manager28.0%
AI Infrastructure Architect27.4%
Software Product Manager26.5%
AI Transformation Manager26.2%
Fraud Data Analyst15.0%
MuleSoft Developer15.0%
Lead Data Scientist44.5%

Roles with the most Performance monitoring postings

RolePostings mentioning skillShare of skill postings
Software Engineer7514.1%
Product Manager438.1%
Program Manager285.3%
Data Scientist275.1%
Database Administrator152.8%
Machine Learning Engineer132.4%
Production Software Engineer101.9%
Site Reliability Engineer101.9%
AI Engineer71.3%
Engineering Manager71.3%

Top companies posting jobs requiring Performance monitoring

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

Top companies posting jobs requiring Performance monitoring
CompanyPostings · 90 days
Elastic17
Bjakcareer16
Anduril Industries14
City of New York10
Twilio6
General Motors6
Workato6
CLERA6
CBA5
Vinted5

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 Performance monitoring

NamePostingsShare
New York City234.3%
Lexington142.6%
London122.3%
Sydney122.3%
Berlin101.9%
San Francisco101.9%
Paris91.7%
Toronto71.3%
Amsterdam61.1%

Skills commonly paired with Performance monitoring

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 2026-10-29. 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 Performance monitoring by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s Performance monitoring postings by all Performance monitoring 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: 0.3% to 0.3%. 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 2,482 identified employers and covers 71% of earlier and 70% of latest indexed postings. Windows: 2026-06-30 to 2026-09-28 and 2026-07-28 to 2026-10-26 (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
123a1db0a5f60201
data_as_of
2026-10-29
window_days
90
Compiled by Jared Rand · Data sourced from the Skillenai labor market index