📌 DEMO REPORT · Sample report
Your Software Engineer Market Value Report
Generated at: 2026-10-02 12:30:13 · Based on 1000+ real job postings
Today
Start with your AI-era market judgment
This report shows what AI is compressing, where your resilient direction is, which paths to avoid, and which real jobs make the case.
Choose matched work
Compare long-term roles and paid tasks using real market evidence.
Advance work in Tracker
Save the right opportunity, apply, and schedule the next follow-up.
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Turn the most repeated missing skill into one evidence-building action.
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AI-era Market Value Report
Software Engineer Market Value Report
Based on 1500 real job postings · Generated on 2026-10-02
48
OVERALL
Overall market competitiveness
Annual salary estimate (gross) · USD
$175K
≈ $14K / month
Annual range $147K – $203K
Confidence 86%
Market annual average: $190K
Opportunity index
100
Sponsor friendliness: 23
Job samples: 1500
Remote jobs: 64%
Experience match: 80
Recommended top jobs for you
Each recommendation explains fit, urgency, and risk so you can decide what to save or apply to first.
EX
Software Engineer III | AI/ML
ExtraHop
Remote$145K-$163K📍 USA🌐 Remote role
Why it fits me
Why recommended: matched 8 resume skills, source Jobicy (dev), match score 54.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: security, cybersecurity, golang.
Source: Jobicy (dev) · jobicy-153029 · Quality: 85
Matched skills
pythontypescriptreactawsgit
Missing skills
securitycybersecuritygolangrgcp
54
VE
Software Engineer, Backend
Vercel
Remote$196K-$294K📍 USA🌐 Remote role
Why it fits me
Why recommended: matched 6 resume skills, source Jobicy (dev), match score 51.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: production, security, openai.
Source: Jobicy (dev) · jobicy-152938 · Quality: 85
Matched skills
next.jsnode.jsawskubernetestypescript
Missing skills
productionsecurityopenaisqlcross-functional
51
SP
Software Engineer (Starlink/Akoustis)
SpaceX
RemoteSponsor📍 Rochester, MA📍 Perth · about 13868km from Bern
Why it fits me
Why recommended: matched 4 resume skills, source TheMuse (Software Engineering), match score 51.
Why apply now
Remote and sponsor-friendly signals make this a priority target.
Risk to fix
Strengthen evidence for: production, ownership, c#.
Source: TheMuse (Software Engineering) · themuse-22049784 · Quality: 80
Matched skills
pythonreactjavascriptdocker
Missing skills
productionownershipc#.netgo
51
OK
Senior .NET Software Engineer
OkWhen
RemoteSponsor📍 N/A📍 Guangzhou · about 9267km from Bern
Why it fits me
Why recommended: matched 3 resume skills, source RemoteOK, match score 50.
Why apply now
Remote and sponsor-friendly signals make this a priority target.
Risk to fix
Strengthen evidence for: hiring, .net, production.
Source: RemoteOK · remoteok-1137411 · Quality: 80
Matched skills
typescriptgitaws
Missing skills
hiring.netproductionc#angular
50
DE
Senior Software Engineer - Full Stack (Merchants)
Deliveroo
Remote📍 UK📍 London · about 747km from Bern
Why it fits me
Why recommended: matched 7 resume skills, source Jobicy (dev), match score 50.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: analytics, production, security.
Source: Jobicy (dev) · jobicy-153075 · Quality: 80
Matched skills
typescriptreactpostgresqlawskubernetes
Missing skills
analyticsproductionsecurityownershipgo
50
SI
Senior Shopify Developer
Sanctuary Computer Inc
RemoteSponsor📍 Worldwide🌐 Remote role
Why it fits me
Why recommended: matched 4 resume skills, source Remotive (software-dev), match score 50.
Why apply now
Remote and sponsor-friendly signals make this a priority target.
Risk to fix
Strengthen evidence for: hiring, client, graphql.
Source: Remotive (software-dev) · remotive-software-dev-2091140 · Quality: 65
Matched skills
next.jstypescriptnode.jspostgresql
Missing skills
hiringclientgraphqldeliverycss
50
SC
Senior Shopify Developer
Sanctuary Computer
RemoteSponsor$80K-$250K📍 N/A📍 Nice · about 360km from Bern
Why it fits me
Why recommended: matched 4 resume skills, source RemoteOK, match score 50.
Why apply now
Remote and sponsor-friendly signals make this a priority target.
Risk to fix
Strengthen evidence for: hiring, client, graphql.
Source: RemoteOK · remoteok-1137405 · Quality: 100
Matched skills
next.jstypescriptnode.jspostgresql
Missing skills
hiringclientgraphqldeliverycss
50
IN
Design Engineer, Site
infisical
Remote$100K-$180K📍 Canada, USA📍 San Francisco · about 9358km from Bern
Why it fits me
Why recommended: matched 4 resume skills, source Jobicy (dev), match score 49.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: security, hugging face, ugc.
Source: Jobicy (dev) · jobicy-153829 · Quality: 100
Matched skills
javascriptnode.jstypescriptaws
Missing skills
securityhugging faceugcanalyticsdatabricks
49
OR
Product Engineer (m/w/d)
Orbit
Remote📍 Hamburg📍 New York · about 6270km from Bern
Why it fits me
Why recommended: matched 6 resume skills, source Arbeitnow, match score 49.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: oop, r, production.
Source: Arbeitnow · arbeitnow-product-engineer-hamburg-347312 · Quality: 80
Matched skills
typescriptnode.jsawslambdas3
Missing skills
ooprproductionanalyticsscrum
49
PO
Senior Product Engineer
Polar
Remote📍 Europe📍 Guangzhou · about 9267km from Bern
Why it fits me
Why recommended: matched 4 resume skills, source Jobicy (dev), match score 49.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: analytics, tailwind, css.
Source: Jobicy (dev) · jobicy-152928 · Quality: 80
Matched skills
reactnext.jspythonfastapi
Missing skills
analyticstailwindcsspostgresredis
49
GC
Senior Software Engineer, Front End / Full Stack
Grove Collaborative
Remote$180K-$215K📍 USA📍 New York · about 6270km from Bern
Why it fits me
Why recommended: matched 5 resume skills, source Jobicy (dev), match score 48.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: ownership, leadership, analytics.
Source: Jobicy (dev) · jobicy-153047 · Quality: 100
Matched skills
javascripttypescriptreactsystem designgit
Missing skills
ownershipleadershipanalyticsproductionvue
48
LI
Senior Gen AI Software Engineer
Liftoff
Remote$211K-$270K📍 USA📍 New York · about 6270km from Bern
Why it fits me
Why recommended: matched 3 resume skills, source Jobicy (dev), match score 48.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: production, sql, analytics.
Source: Jobicy (dev) · jobicy-153108 · Quality: 98
Matched skills
pythontypescriptreact
Missing skills
productionsqlanalyticshiring
48
NO
Backend Software Engineer
Northflank
Remote$95K-$132K📍 Europe🌐 Remote role
Why it fits me
Why recommended: matched 6 resume skills, source Jobicy (dev), match score 48.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: devops, go, sql.
Source: Jobicy (dev) · jobicy-150975 · Quality: 82
Matched skills
microservicespythonnode.jsawsdocker
Missing skills
devopsgosqldistributed systemsgcp
48
1P
Senior .NET Developer, SaaS Manager
1Password
RemoteSponsor$153K-$214K📍 Canada, USA📍 Toronto · about 6435km from Bern
Why it fits me
Why recommended: matched 2 resume skills, source Jobicy (dev), match score 47.
Why apply now
Remote and sponsor-friendly signals make this a priority target.
Risk to fix
Strengthen evidence for: security, cybersecurity, ugc.
Source: Jobicy (dev) · jobicy-153707 · Quality: 100
Matched skills
typescriptreact
Missing skills
securitycybersecurityugcgoless
47
DA
Staff Software Engineer – Genie One Mobile & Desktop
Databricks
Remote📍 Mountain View, California; San Francisco, California🌐 Remote role
Why it fits me
Why recommended: matched 3 resume skills, source Greenhouse (databricks), match score 47.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: databricks, delivery, client-side.
Source: Greenhouse (databricks) · greenhouse-databricks-8692516002 · Quality: 65
Matched skills
javascripttypescriptreact
Missing skills
databricksdeliveryclient-sidesecurityleadership
47
Your current profile
Core skill tags:
pythonjavascripttypescriptreactnode.jsawss3lambdadockerkubernetesgitmicroservicessystem designnext.jsfastapipostgresql
AI Career Profile
Structured resume parsing based on proven ATS extraction patterns and Qwen analysis.
Skill matrix
No data yet
Inferred capability signals
Context-based signals, separate from explicitly stated skills.
No structured evidence extracted yet.
Career direction
No structured evidence extracted yet.
Recent evidence
No structured evidence extracted yet.
Projects and credentials
Career tags
A lightweight Career Graph generated from your resume, real JD signals, and current market gaps.
Career headline
Software Engineer in Bern with python, javascript, typescript
💼 资历标签
5 years experience
Best-fit roles
Software Engineer
Skill signals
pythonjavascripttypescriptreactnode.jsawss3lambda
Capabilities
LeadershipSystem design
Experience evidence
Scale experience
Trend fit
Growing market activityHigh-ROI: pythonHigh-ROI: securityLearn next: securityLearn next: production
Market signals
Remote-readySponsor-awareUSA marketCANADA market
Growth gaps
securityproductiongodistributed systemsanalyticsroadmap
Top 20 high-frequency skill analysis
Among the market's top 20 skills, you already cover 9 and are missing 15. Skill match score: 20/100
🟢 High-value skills you already have
python
✓ Already have
aws
✓ Already have
kubernetes
✓ Already have
typescript
✓ Already have
react
✓ Already have
javascript
✓ Already have
docker
✓ Already have
postgresql
✓ Already have
system design
✓ Already have
🟠 Skills to close next
security
✗ Missing
production
✗ Missing
go
✗ Missing
distributed systems
✗ Missing
analytics
✗ Missing
roadmap
✗ Missing
hiring
✗ Missing
ownership
✗ Missing
ci/cd
✗ Missing
azure
✗ Missing
databricks
✗ Missing
gcp
✗ Missing
leadership
✗ Missing
spark
✗ Missing
cross-functional
✗ Missing
AI replacement risk and resilience path
Risk level: HIGH
The main risk in Software Engineer is not that all jobs disappear; it is that routine implementation and shallow tool use are being compressed by AI-assisted work.
Market shift
Recent JD updates show warming skills: production, hiring, client.
Resilient paths
- Move toward Analytics Engineering / AI BI by combining your existing domain experience with analytics, analytics engineering, AI BI and production delivery.
- Reframe resume evidence from tool familiarity to AI-enabled workflow, measurable output, cost, quality, or reliability gains.
What to do
- Build visible evidence around analytics, analytics engineering, AI BI on a real workflow, not a toy demo.
- Use 5-10 live JDs to tune project naming, keywords, and application targets before scaling outreach.
What to avoid
- Do not remain a dashboard-only analyst or one-off SQL request handler.
- Do not jump into AI platform work without data quality, metric, and decision workflow ownership.
- Do not publish analysis that lacks reproducible definitions, validation, and business action.
Evidence: Based on 1500 real JDs, skill gaps, recent market shifts, and matched-job evidence.
Market annual salary distribution
P25
$142K
P50
$187K
P75
$240K
P90
$304K
You
Your annual estimate: $175K
$175K
Your estimated annual salary maps to market 20 percentile · 247 samples
Annual salary by experience level
0-2 years
$165K
2-5 years
$174K
5-10 years
$192K
10+ years
$222K
Note: all figures are annual gross salary (before tax), not monthly. Salary varies by location, company, sub-industry, negotiation leverage, and visa status. The chart shows the aggregate market distribution.
Market opportunity radar
5-dimension visualization
Dimension scores
Skill match
20
Salary potential (experience)
80
Remote opportunity
100
Sponsor friendliness
23
Job volume
100
Interpretation: each dimension shows your relative strength. Outer ring is 100, center is 0. Higher-scoring dimensions are your advantages.
Competitor skill profile
Most common skills in similar roles (8 samples, average 6.1 skills per posting). your coverage of these skills drives market competitiveness.
react
go
sql
security
postgresql
typescript
aws
ci/cd
git
agile
Skill ROI (salary premium)
Roles with these skills show a salary premium versus the market average. They are strong candidates for your learning priority.
python
security
production
go
aws
distributed systems
analytics
roadmap
Data note: compares the average salary of postings that include the skill against postings that do not. Use as directional guidance only.
Market heat trend
Recent 14 day/week job activity distribution. Use peaks to time outreach and applications.
Market diversity
Overall distribution
Companies covered:
282
Locations covered:
91
Top locations
Sponsor-friendly companies (Top 15)
177 jobs mention visa support (11.8%). Prioritize these companies to improve visa negotiation leverage.
AN
Anthropic
SP
SpaceX
WE
Webflow
RE
Render
RE
Reka
WF
Wikimedia Foundation
SA
Scale AI
SP
SpaceXAI
UP
UpGuard
RE
Reddit
1P
1Password
CL
Cloudbeds
DA
Databricks
WG
Welo Global
SI
Sanctuary Computer Inc
Tip: confirm each company's H-1B / OPT / O-1 policy before interviews. Large companies usually have mature processes; startups need direct confirmation.
30/60/90-day action plan
Turn market evidence into measurable learning, application, and review milestones.
30
Build proof for security
Ship one working project using security, with architecture, tests, and deployment notes.
Success signal: One public project that can be cited as resume evidence.
60
Apply to Software Engineer III | AI/ML
Tailor experience evidence to the real job requirements and track targeted applications.
Success signal: Five high-match applications tracked with outcomes.
90
Validate Software Engineer III | AI/ML
Review application, interview, and not-interested outcomes, then adjust role and skill priorities.
Success signal: Tracker feedback changes the next recommendation set.
3-month growth path
Based on gaps between your skills and high-frequency market skills, the plan prioritizes what to learn each month. Complete at least one portfolio-ready project per skill and add it to your resume/GitHub.
1
Month 1: Core languages and frameworks
About 30 hours
securityproductiongodistributed systemsanalyticsroadmaphiring
Action steps
- Study 'security' systematically using official docs plus one structured course
- Build one complete project with security: Build a working security project, publish it on GitHub, and document the architecture, tests, and deployment steps
- Build a second project with production: Build a working production project, publish it on GitHub, and document the architecture, tests, and deployment steps
- Write 1-2 technical posts about what you learned in 'security', including code snippets and conclusions
- Join a Software Engineer community event or share your project results on LinkedIn
Project ideas
- [security] Build a working security project, publish it on GitHub, and document the architecture, tests, and deployment steps
- [production] Build a working production project, publish it on GitHub, and document the architecture, tests, and deployment steps
- [go] Build a working go project, publish it on GitHub, and document the architecture, tests, and deployment steps
Learning resources
- Official documentation for security
- Search YouTube for high-quality 'security tutorial' long-form courses
- Practice through a real project and publish the results on GitHub
- Official documentation for production
- Search YouTube for high-quality 'production tutorial' long-form courses
2
Month 2: System design and architecture
About 50 hours
ownershipci/cdazuredatabricksgcpleadershipspark
Action steps
- Study 'ownership' systematically using official docs plus one structured course
- Build one complete project with ownership: Build a working ownership project, publish it on GitHub, and document the architecture, tests, and deployment steps
- Build a second project with ci/cd: Build a working ci/cd project, publish it on GitHub, and document the architecture, tests, and deployment steps
- Write 1-2 technical posts about what you learned in 'ownership', including code snippets and conclusions
- Join a Software Engineer community event or share your project results on LinkedIn
Project ideas
- [ownership] Build a working ownership project, publish it on GitHub, and document the architecture, tests, and deployment steps
- [ci/cd] Build a working ci/cd project, publish it on GitHub, and document the architecture, tests, and deployment steps
- [azure] Build a working azure project, publish it on GitHub, and document the architecture, tests, and deployment steps
Learning resources
- Official documentation for ownership
- Search YouTube for high-quality 'ownership tutorial' long-form courses
- Practice through a real project and publish the results on GitHub
- Official documentation for ci/cd
- Search YouTube for high-quality 'ci/cd tutorial' long-form courses
3
Month 3: Engineering practice and deployment
About 70 hours
cross-functionaldeliveryclientjavarustunity
Action steps
- Study 'cross-functional' systematically using official docs plus one structured course
- Build one complete project with cross-functional: Build a working cross-functional project, publish it on GitHub, and document the architecture, tests, and deployment steps
- Build a second project with delivery: Build a working delivery project, publish it on GitHub, and document the architecture, tests, and deployment steps
- Write 1-2 technical posts about what you learned in 'cross-functional', including code snippets and conclusions
- Join a Software Engineer community event or share your project results on LinkedIn
Project ideas
- [cross-functional] Build a working cross-functional project, publish it on GitHub, and document the architecture, tests, and deployment steps
- [delivery] Build a working delivery project, publish it on GitHub, and document the architecture, tests, and deployment steps
- [client] Build a working client project, publish it on GitHub, and document the architecture, tests, and deployment steps
Learning resources
- Official documentation for cross-functional
- Search YouTube for high-quality 'cross-functional tutorial' long-form courses
- Practice through a real project and publish the results on GitHub
- Official documentation for delivery
- Search YouTube for high-quality 'delivery tutorial' long-form courses
Market insights
We analyzed 1500 real job postings. The Software Engineer market is active with stable opportunities.
Average market annual salary (gross) is about $190K/year based on 247 salary samples.
Annual salary by experience: 2-5 years is about $174K/year, while 5-10 years is about $192K/year.
11% of postings mention visa sponsorship. Prioritize companies that explicitly state sponsorship support.
64% of postings are remote, so remote opportunities are relatively available.
High-premium skills: python(+$28K), security(+$12K), go(+$5K). These skills can significantly improve salary upside.
Top 5 market skill keywords: python, security, production, go, aws.
In the latest 30 days, JD updates show warming skills: production, hiring, client; recently active companies: Cloudflare, Databricks, OpenAI compared with the 31-180 day baseline.
Companies hiring most recently: Databricks, Cloudflare, Anthropic, OpenAI, Stripe.
The dataset covers 282 companies across 91 locations, showing broad market distribution.
There were 92.0 new or updated postings in the latest 7-day window, indicating visible market activity.
Action recommendations (by priority)
You cover about 4 of the top 20 high-frequency skills. Prioritize closing these gaps: security, production, go, distributed systems, analytics.
Prioritize high-premium skills: python(+$28K), security(+$12K), go(+$5K).
This role category has a high remote-job share. Apply through both LinkedIn and remote-first job boards.
There are enough sponsorship opportunities, but confirm visa handling before the interview process goes too far.
For every new skill, turn it into a small project or technical post before adding it to your resume.
Scan your target market every 2 weeks to stay aligned with current hiring trends.
Review market trends every 2 weeks and adjust learning and application strategy.
Unlock your Market Value Report
See the evidence behind your strongest roles, market position, opportunity gaps, and 30-day action plan.
📊 Full salary range + percentiles + regional comparison
🎯 Detailed analysis and priority of all missing skills
💼 Top 15 recommended jobs + original links
🗺️ Personalized 3-month growth path (weekly plan)
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