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Friday, November 29, 2024
Find full-time software engineering jobs in US that require AWS skills
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Getting Started
Install packages
pip install exfunc openai
Configure API keys
You will need to provide API keys. You can get your Exfunc API key here and your OpenAI API key here.
Ensure both API keys are accessible in your local environment.
export EXFUNC_API_KEY=...
export OPENAI_API_KEY=...
Configure clients
from exfunc import Exfunc
from openai import OpenAI
exfunc = Exfunc()
openai = OpenAI()
Finding full-time AWS jobs
Search jobs
response = exfunc.linkedin.search_job_postings(request={
"keywords": "software engineer",
"location": "united states",
"job_type": "Full-time",
"page": 1
})
job_posting_linkedin_urls = [job_posting.url for job_posting in response.job_postings]
Get job details
from concurrent.futures import ThreadPoolExecutor
def get_job_posting(job_posting_url):
try:
response = exfunc.linkedin.get_job_posting(request={"job_posting_url": job_posting_url})
return response.job_posting
except:
return None
job_postings = []
with ThreadPoolExecutor(max_workers=min(10, len(job_posting_linkedin_urls))) as executor:
for job_posting in executor.map(get_job_posting, job_posting_linkedin_urls):
if job_posting:
job_postings.append(job_posting)
Filter jobs that require AWS skills
from concurrent.futures import ThreadPoolExecutor
def qualify_job_posting(job_posting):
prompt = f"Answer True or False: does the following job description require skills in AWS?\n\nJob description:\n{job_posting.description}\n"
response = openai.chat.completions.create(
messages=[{"role": "user", "content": prompt}],
model="gpt-4o-mini",
temperature=0,
)
completion = response.choices[0].message.content.strip()
return "true" in completion.lower()
qualified_job_postings = []
with ThreadPoolExecutor(max_workers=min(10, len(job_postings))) as executor:
for i, is_qualified in enumerate(executor.map(qualify_job_posting, job_postings)):
if is_qualified:
qualified_job_postings.append(job_postings[i])
View results
import pandas as pd
records = [job_posting.model_dump() for job_posting in qualified_job_postings]
df = pd.DataFrame.from_records(qualified_job_postings)
print(df.to_markdown(index=False))
| url | title | location | description | job_type | job_functions | industries | seniority_level | applicants | date_posted | company_name | company_url |
|:-----------------------------------------------|:--------------------------------------------|:----------------------|:------------------------------------------------------|:-----------|:-----------------------------------------------------|:----------------------------------|:------------------|-------------:|:--------------------------|:--------------------------|:--------------------------------------------------------------|
| https://www.linkedin.com/jobs/view/4077238267/ | Fullstack Developer/Engineer | Monmouth Junction, NJ | We are seeking an experienced Full Stack Developer... | Full-time | ['Finance', 'Engineering', 'Information Technology'] | ['IT Services and IT Consulting'] | Mid-Senior level | 367 | 2024-11-18 15:16:45+00:00 | Precision Technologies | https://www.linkedin.com/company/precision-technologies-corp- |
| https://www.linkedin.com/jobs/view/4084562960/ | Senior/Staff Software Engineer (Full Stack) | Pittsburgh, PA | About SoftLedger SoftLedger is a venture-backed, ... | Full-time | | | | 355 | 2024-11-25 17:43:59+00:00 | SoftLedger | https://www.linkedin.com/company/softledger |
| https://www.linkedin.com/jobs/view/4072040159/ | .Net Full stack Developer | Georgetown, KY | Role: .Net Full stack DeveloperLocation: Georgetown...| Full-time | ['Information Technology'] | ['Information Services'] | Mid-Senior level | 316 | 2024-11-11 17:53:30+00:00 | Tata Consultancy Services | https://www.linkedin.com/company/tata-consultancy-services |
Conclusion
You have now built a list of full-time software engineering jobs in US that require AWS skills.
If you have any questions or need help, feel free to reach out to us at support@exfunc.com