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
Best-fit roles
Software Engineer
Skill signals
pythonjavascripttypescriptreactnode.jsawss3lambda
Market signals
Remote-readySponsor-awareUSA marketCANADA market
Growth gaps
securitygodistributed systemsanalyticsjavaroadmap
🎯
Top 20 high-frequency skill analysis
Among the market's top 20 skills, you already cover 11 and are missing 15. Skill match score: 30/100
🟢 High-value skills you already have
python
38%
✓ Already have
aws
27%
✓ Already have
react
15%
✓ Already have
typescript
14%
✓ Already have
kubernetes
13%
✓ Already have
machine learning
8%
✓ Already have
postgresql
7%
✓ Already have
javascript
7%
✓ Already have
docker
5%
✓ Already have
node.js
5%
✓ Already have
next.js
4%
✓ Already have
🟠 Skills to close next
security
31%
✗ Missing
go
20%
✗ Missing
distributed systems
20%
✗ Missing
analytics
17%
✗ Missing
java
15%
✗ Missing
roadmap
14%
✗ Missing
spark
13%
✗ Missing
gcp
11%
✗ Missing
azure
10%
✗ Missing
sql
10%
✗ Missing
ci/cd
10%
✗ Missing
claude
9%
✗ Missing
databricks
8%
✗ Missing
mongodb
7%
✗ Missing
product management
7%
✗ Missing
💰
Market salary distribution
P25
$136K
P50
$178K
P75
$216K
P90
$250K
You
Your estimate: $376K
$376K
Your estimated salary maps to market 100 salary percentile · 314 samples
By experience level
0-2 years
$7463K
2-5 years
$168K
5-10 years
$183K
10+ years
$242K
Note: 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
30
Salary potential (experience)
80
Remote opportunity
100
Sponsor friendliness
21
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 2.8 skills per posting). your coverage of these skills drives market competitiveness.
aws
25%
github
25%
typescript
25%
go
25%
less
12%
system design
12%
python
12%
java
12%
postgresql
12%
docker
12%
💎
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
+$680K
security
+$-283K
aws
+$-261K
go
+$-257K
distributed systems
+$-202K
analytics
+$2047K
react
+$-304K
java
+$-238K
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.
06-01
06-02
06-03
06-04
06-05
06-07
06-08
06-09
06-10
06-11
06-12
06-13
06-15
08-25
🌍
Market diversity
Overall distribution
Companies covered:
486
Locations covered:
154
Top locations
🛂
Sponsor-friendly companies (Top 15)
164 jobs mention visa support (10.9%). Prioritize these companies to improve visa negotiation leverage.
AN
Anthropic
Jobs: 80 · Sponsor
RE
Reddit
Jobs: 37 · Sponsor
NR
New Relic
Jobs: 7 · Sponsor
PA
Pango
Jobs: 4 · Sponsor
AF
Affirm
Jobs: 4 · Sponsor
FU
Fusionbox
Jobs: 3 · Sponsor
BA
Blackshark AI
Jobs: 2 · Sponsor
LI
LiveMap
Jobs: 2 · Sponsor
DA
Datadog
Jobs: 2 · Sponsor
CA
CareMessage
Jobs: 1 · Sponsor
SH
Solace Health
Jobs: 1 · Sponsor
CV
CVector
Jobs: 1 · Sponsor
SS
Stealth Startup
Jobs: 1 · Sponsor
EA
Emergences Labs (emergences.ai)
Jobs: 1 · Sponsor
LA
Latitude AI
Jobs: 1 · Sponsor
Tip: confirm each company's H-1B / OPT / O-1 policy before interviews. Large companies usually have mature processes; startups need direct confirmation.
💼
Recommended top jobs for you
Matched automatically based on your skill keywords. Higher scores mean stronger fit. Sponsor and remote roles are highlighted.
OJ
Product Engineer
Ojin
RemoteSponsor📍 HYBRID (Berlin) or REMOTE (CET ±2h)📍 Berlin · about 752km from Bern
Why recommended
Why recommended: matched 5 resume skills, source HN Who is Hiring, match score 92.
Source: HN Who is Hiring · hn-49184927 · Quality: 66
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.
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 go: Build a working go 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
[go] Build a working go project, publish it on GitHub, and document the architecture, tests, and deployment steps
[distributed systems] Build a working distributed systems 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 go
Search YouTube for high-quality 'go tutorial' long-form courses
2
Month 2: System design and architecture
About 50 hours
gcpazuresqlci/cdclaudedatabricksmongodb
Action steps
Study 'gcp' systematically using official docs plus one structured course
Build one complete project with gcp: Build a working gcp project, publish it on GitHub, and document the architecture, tests, and deployment steps
Build a second project with azure: Build a working azure project, publish it on GitHub, and document the architecture, tests, and deployment steps
Write 1-2 technical posts about what you learned in 'gcp', including code snippets and conclusions
Join a Software Engineer community event or share your project results on LinkedIn
Project ideas
[gcp] Build a working gcp 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
[sql] Build a working sql project, publish it on GitHub, and document the architecture, tests, and deployment steps
Learning resources
Official documentation for gcp
Search YouTube for high-quality 'gcp tutorial' long-form courses
Practice through a real project and publish the results on GitHub
Official documentation for azure
Search YouTube for high-quality 'azure tutorial' long-form courses
3
Month 3: Engineering practice and deployment
About 70 hours
product managementllmrustdatadogterraformdevops
Action steps
Study 'product management' systematically using official docs plus one structured course
Build one complete project with product management: Build a working product management project, publish it on GitHub, and document the architecture, tests, and deployment steps
Build a second project with llm: Build a working llm project, publish it on GitHub, and document the architecture, tests, and deployment steps
Write 1-2 technical posts about what you learned in 'product management', including code snippets and conclusions
Join a Software Engineer community event or share your project results on LinkedIn
Project ideas
[product management] Build a working product management project, publish it on GitHub, and document the architecture, tests, and deployment steps
[llm] Build a working llm project, publish it on GitHub, and document the architecture, tests, and deployment steps
[rust] Build a working rust project, publish it on GitHub, and document the architecture, tests, and deployment steps
Learning resources
Official documentation for product management
Search YouTube for high-quality 'product management tutorial' long-form courses
Practice through a real project and publish the results on GitHub
Official documentation for llm
Search YouTube for high-quality 'llm tutorial' long-form courses
🔍
Market insights
📊
We analyzed 1500 real job postings. The Software Engineer market is active with stable opportunities.
💰
Average market salary is about $408K based on 314 salary samples.
📈
Salary by experience: 2-5 years is about $168K, while 5-10 years is about $183K.
🛂
10% of postings mention visa sponsorship. Prioritize companies that explicitly state sponsorship support.
🏠
62% of postings are remote, so remote opportunities are relatively available.
🎯
High-premium skills: python(+$680K), analytics(+$2047K), spark(+$3652K). These skills can significantly improve salary upside.