📌 DEMO REPORT · Sample report
Your Software Engineer Market Value Report
Generated at: 2026-10-26 21:41:28 · 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.
Close the highest-value gap
Turn the most repeated missing skill into one evidence-building action.
Keep your search moving
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AI-era Market Value Report
Software Engineer Market Value Report
Based on 1500 real job postings · Generated on 2026-10-26
50
OVERALL
Overall market competitiveness
Annual salary estimate (gross) · USD
$167K
≈ $13K / month
Annual range $140K – $195K
Confidence 86%
Market annual average: $182K
Opportunity index
100
Sponsor friendliness: 22
Job samples: 1500
Remote jobs: 66%
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.
SU
Software Engineer - Storage
Supabase
Remote📍 Anywhere📍 Guangzhou · about 9267km from Bern
Why it fits me
Why recommended: matched 8 resume skills, source Jobicy (dev), match score 52.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: supabase, postgres, ugc.
Source: Jobicy (dev) · jobicy-156940 · Quality: 80
Matched skills
s3node.jspostgresqlawsdocker
Missing skills
supabasepostgresugcsecurityclient
52
1P
Senior Developer, Growth
1Password
RemoteSponsor$153K-$214K📍 Canada, USA📍 Toronto · about 6435km from Bern
Why it fits me
Why recommended: matched 4 resume skills, source Jobicy (dev), match score 51.
Why apply now
Remote and sponsor-friendly signals make this a priority target.
Risk to fix
Strengthen evidence for: security, cybersecurity, production.
Source: Jobicy (dev) · jobicy-154428 · Quality: 100
Matched skills
node.jspythonreacttypescript
Missing skills
securitycybersecurityproductiongoruby
51
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 50.
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: 82
Matched skills
pythontypescriptreactawsgit
Missing skills
securitycybersecuritygolangrgcp
50
LI
Senior AI/ML Engineer
Limbic
RemoteSponsor$128K-$142K📍 Canada📍 Guangzhou · about 9267km from Bern
Why it fits me
Why recommended: matched 2 resume skills, source Jobicy (dev), match score 50.
Why apply now
Remote and sponsor-friendly signals make this a priority target.
Risk to fix
Strengthen evidence for: ownership, code review, llm.
Source: Jobicy (dev) · jobicy-156322 · Quality: 98
Matched skills
pythongit
Missing skills
ownershipcode reviewllmmachine learningsql
50
NE
Staff Software Engineer - Next-Gen
NetDocuments
Remote$170K-$190K📍 USA📍 Guangzhou · about 9267km from Bern
Why it fits me
Why recommended: matched 7 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: ugc, less, security.
Source: Jobicy (dev) · jobicy-155863 · Quality: 100
Matched skills
reacttypescriptnode.jsawssystem design
Missing skills
ugclesssecuritydeliveryleadership
49
CY
Senior Software Engineer
Cyware
Remote📍 USA📍 Guangzhou · about 9267km from Bern
Why it fits me
Why recommended: matched 8 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: cybersecurity, security, ugc.
Source: Jobicy (dev) · jobicy-157008 · Quality: 80
Matched skills
awspythonmicroserviceslambdas3
Missing skills
cybersecuritysecurityugchiringdevops
49
CO
Software Engineer / AI Code Trainer (Python, Web, Full Stack)
CodeForAI
Remote$50K-$125K📍 USA, UK, India, Australia, Ireland, New Zealand, Philippines, Pakistan, Singapore, Mexico📍 Singapore · about 10380km from Bern
Why it fits me
Why recommended: matched 5 resume skills, source Remotive (software-dev), match score 48.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: php, ruby, c++.
Source: Remotive (software-dev) · remotive-software-dev-2091149 · Quality: 100
Matched skills
javascripttypescriptreactnode.jspython
Missing skills
phprubyc++javago
48
DU
Staff Engineer
Dutchie
Remote$170K-$230K📍 USA📍 Guangzhou · about 9267km from Bern
Why it fits me
Why recommended: matched 4 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: hiring, r, production.
Source: Jobicy (dev) · jobicy-154629 · Quality: 100
Matched skills
typescriptreactpostgresqlaws
Missing skills
hiringrproductionrubysql
48
DA
Sr. Software Engineer (L5) - Distributed Data Systems
Databricks
Remote📍 Amsterdam, Netherlands🌐 Remote role
Why it fits me
Why recommended: matched 6 resume skills, source Greenhouse (databricks), match score 48.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: databricks, product management, sql.
Source: Greenhouse (databricks) · greenhouse-databricks-7477627002 · Quality: 65
Matched skills
javascriptreactpythonawsdocker
Missing skills
databricksproduct managementsqlanalyticsbusiness intelligence
48
CL
Senior Software Engineer, Internally Deployed Products
ClickUp
Remote$160K-$210K📍 USA📍 Guangzhou · about 9267km from Bern
Why it fits me
Why recommended: matched 7 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: hiring, delivery, production.
Source: Jobicy (dev) · jobicy-156869 · Quality: 100
Matched skills
awslambdapythontypescriptnode.js
Missing skills
hiringdeliveryproductionanalyticsecs
48
AI
Senior Software Engineer, Growth
Apollo.io
Remote📍 Poland🌐 Remote role
Why it fits me
Why recommended: matched 7 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: ugc, apollo, data science.
Source: Jobicy (dev) · jobicy-155618 · Quality: 65
Matched skills
typescriptnode.jspythondockerkubernetes
Missing skills
ugcapollodata sciencereduxmongodb
48
HE
Dremio: Software Engineer - Developer Experience
Headquarters:
Remote📍 Remote🌐 Remote role
Why it fits me
Why recommended: matched 3 resume skills, source WeWorkRemotely, match score 48.
Why apply now
Remote availability makes this easier to consider across markets.
Risk to fix
Strengthen evidence for: analytics, ci/cd, gcp.
Source: WeWorkRemotely · wwr-dremio-software-engineer-developer-experience · Quality: 80
Matched skills
awsdockerkubernetes
Missing skills
analyticsci/cdgcpazuredelivery
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
DE
Software Engineer - Applied AI
DevRev
Remote📍 Philippines📍 Nice · about 360km 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: analytics, prompt engineering, sql.
Source: Jobicy (dev) · jobicy-155671 · Quality: 80
Matched skills
typescriptjavascriptpythonawslambda
Missing skills
analyticsprompt engineeringsqlcross-functionalgo
48
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 47.
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: 82
Matched skills
next.jsnode.jsawskubernetestypescript
Missing skills
productionsecurityopenaisqlcross-functional
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
High-ROI: pythonHigh-ROI: securityLearn next: securityLearn next: production
Market signals
Remote-readySponsor-awareUSA marketUK market
Growth gaps
securityproductiongodistributed systemshiringanalytics
Top 20 high-frequency skill analysis
Among the market's top 20 skills, you already cover 10 and are missing 15. Skill match score: 25/100
🟢 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
node.js
✓ Already have
🟠 Skills to close next
security
✗ Missing
production
✗ Missing
go
✗ Missing
distributed systems
✗ Missing
hiring
✗ Missing
analytics
✗ Missing
ownership
✗ Missing
roadmap
✗ Missing
ci/cd
✗ Missing
leadership
✗ Missing
delivery
✗ Missing
ugc
✗ Missing
azure
✗ Missing
databricks
✗ Missing
client
✗ 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, ugc.
Resilient paths
- Move toward Analytics Engineering / AI BI by combining your existing domain experience with analytics, sql, analytics engineering 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, sql, analytics engineering 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
$132K
P50
$185K
P75
$230K
P90
$275K
You
Your annual estimate: $167K
$167K
Your estimated annual salary maps to market 24 percentile · 327 samples
Annual salary by experience level
0-2 years
$148K
2-5 years
$153K
5-10 years
$185K
10+ years
$223K
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
25
Salary potential (experience)
80
Remote opportunity
100
Sponsor friendliness
22
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 7.5 skills per posting). your coverage of these skills drives market competitiveness.
production
distributed systems
ownership
analytics
java
networking
spark
ci/cd
aws
sql
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
distributed systems
aws
hiring
analytics
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:
290
Locations covered:
90
Top locations
Sponsor-friendly companies (Top 15)
172 jobs mention visa support (11.5%). Prioritize these companies to improve visa negotiation leverage.
AN
Anthropic
SP
SpaceX
SA
Scale AI
RE
Reka
1P
1Password
SP
SpaceXAI
RE
Reddit
HE
Headquarters:
DA
Databricks
DE
Delinea
SH
Solace Health
JU
JustPark
LI
Limbic
DO
Doximity
OK
OkWhen
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 - Storage
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 - Storage
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 systemshiringanalyticsownership
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
roadmapci/cdleadershipdeliveryugcazuredatabricks
Action steps
- Study 'roadmap' systematically using official docs plus one structured course
- Build one complete project with roadmap: Build a working roadmap 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 'roadmap', including code snippets and conclusions
- Join a Software Engineer community event or share your project results on LinkedIn
Project ideas
- [roadmap] Build a working roadmap 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
- [leadership] Build a working leadership project, publish it on GitHub, and document the architecture, tests, and deployment steps
Learning resources
- Official documentation for roadmap
- Search YouTube for high-quality 'roadmap 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
clientgcpcross-functionalsqlrustspark
Action steps
- Study 'client' systematically using official docs plus one structured course
- Build one complete project with client: Build a working client project, publish it on GitHub, and document the architecture, tests, and deployment steps
- Build a second project with gcp: Build a working gcp project, publish it on GitHub, and document the architecture, tests, and deployment steps
- Write 1-2 technical posts about what you learned in 'client', including code snippets and conclusions
- Join a Software Engineer community event or share your project results on LinkedIn
Project ideas
- [client] Build a working client project, publish it on GitHub, and document the architecture, tests, and deployment steps
- [gcp] Build a working gcp project, publish it on GitHub, and document the architecture, tests, and deployment steps
- [cross-functional] Build a working cross-functional project, publish it on GitHub, and document the architecture, tests, and deployment steps
Learning resources
- Official documentation for client
- Search YouTube for high-quality 'client tutorial' long-form courses
- Practice through a real project and publish the results on GitHub
- Official documentation for gcp
- Search YouTube for high-quality 'gcp 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 $182K/year based on 327 salary samples.
Annual salary by experience: 2-5 years is about $153K/year, while 5-10 years is about $185K/year.
11% of postings mention visa sponsorship. Prioritize companies that explicitly state sponsorship support.
66% of postings are remote, so remote opportunities are relatively available.
High-premium skills: python(+$11K), security(+$6K), go(+$7K). These skills can significantly improve salary upside.
Top 5 market skill keywords: python, security, production, go, distributed systems.
In the latest 30 days, JD updates show warming skills: production, hiring, ugc; recently active companies: Cloudflare, Databricks, OpenAI compared with the 31-180 day baseline.
Companies hiring most recently: Databricks, Cloudflare, Anthropic, OpenAI, SpaceXAI.
The dataset covers 290 companies across 90 locations, showing broad market distribution.
There were 97.0 new or updated postings in the latest 7-day window, indicating visible market activity.
Action recommendations (by priority)
You cover about 5 of the top 20 high-frequency skills. Prioritize closing these gaps: security, production, go, distributed systems, hiring.
Prioritize high-premium skills: python(+$11K), security(+$6K), go(+$7K).
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
Free preview shows the direction. Payment unlocks the exact jobs, salary evidence, gap priority, and week-by-week plan.
Apply
Decide what to apply to
Top 15 roles with company names and source links, plus match reasons and risk notes.
Salary
Negotiate with evidence
Full salary percentiles, regional comparison, and experience-level breakdown.
Focus
Avoid wasting 30 days
Skill ROI, missing-skill priority, and the few gaps that actually change your options.
Plan
Follow the weekly plan
A 30/60/90 path with concrete proof-building tasks and market-backed next steps.
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