https://github.com/uts58/international-student-job-insights-usa

Data-driven insights on job hunting for international students in the USA, analyzing listings, roles, and trends.
https://github.com/uts58/international-student-job-insights-usa

career-insights cpt data-analysis eb1 eb2 eb3 h1b handshake job-analytics job-trends jobs jupyter-notebook opt python work-visa

Last synced: 9 days ago
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Data-driven insights on job hunting for international students in the USA, analyzing listings, roles, and trends.

• Host: GitHub
• URL: https://github.com/uts58/international-student-job-insights-usa
• Owner: uts58
• Created: 2023-08-11T01:58:39.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-10-02T18:49:58.000Z (about 1 year ago)
• Last Synced: 2024-07-30T18:58:53.813Z (4 months ago)
• Topics: career-insights, cpt, data-analysis, eb1, eb2, eb3, h1b, handshake, job-analytics, job-trends, jobs, jupyter-notebook, opt, python, work-visa
• Language: Jupyter Notebook
• Homepage:
• Size: 952 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## **Job Hunting For Int'l Students In The USA**: Data-Driven Insights 🌎💼

Greetings, data adventurers! 🚀

Ever pondered on the seamless navigation of job portals to spot roles tailored for international talents? Dive into this analysis to unravel that mystery.

### **Objective**:

*International Aspirants' Challenge*: Discover jobs that transcend typical work authorization boundaries, welcoming OPT/CPT candidates and those seeking visa sponsorship.

### **Approach**:

1. **Diving In 📡**: Started our journey on Handshake's vast job listings.

   

2. **Gathering Data 📊**: Extracted job URLs, titles, employers, and their web addresses.

   

3. **Deep Analysis 🔍**: Dug into the job titles and descriptions, deriving patterns, popular roles, and other insights that might help international students.

   

4. **Precision Filtering 🎯**: Highlighted roles that break the usual work authorization mold, particularly those welcoming OPT/CPT candidates or offering visa sponsorships.

5. **Trends & Counts 📈**: Analyzed and visualized the distribution of job roles, industries most open to international students, and other pertinent trends.

6. **Data Showcase 📂**: Utilized Python to craft this data into a universally loved format: Excel! This ensures our insights reach far and wide, but for the eager, we've got a preview right here.

### **Journey Highlights**:

Certain names stood out in this endeavor. Tesla, for instance, isn't just reshaping transport, but is also keen on international talent. We also spotted diverse roles, from tech giants like Palantir Technologies to other specialized entities.

### **In Reflection**:

Navigating the vast landscape of job opportunities, especially for international talents, can often feel overwhelming. This analysis, however, demonstrates the incredible impact of data-driven strategies in breaking down barriers and illuminating paths less traveled. Beyond mere numbers and URLs, it's about fostering inclusivity and leveling the playing field in the professional world. 

Through these data-based approaches, 'global' job seekers can be empowered to find their ideal roles in an ever-evolving market.

Ready to venture forth? Let the data be your compass! 🌌

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