**Overview:**
This is a unique job. Rapid Funding is , a financial services company specializing in purchasing structured settlements, annuities, and lottery winnings, leveraging artificial intelligence (AI) in several ways to enhance its operations and customer experience:
Part of the challenge is done. The team needs a bit more expertise to make it over the top. Overall, by leveraging artificial intelligence, I have been planning how to mitigate risks, ultimately leading to a more efficient and profitable business.
Some things to consider before you apply. You will be working alone on this. The team is lean and we all do our parts very well. We're all experienced. Were missing this one tech piece. Some questions to ponder if you do not know any of these then please do not apply:
Tell me about one machine learning or artificial intelligence project you've worked on.
Describe how you collected the data for the project.
How was the data stored and why did you choose that type of storage structure?
What kind of preprocessing did you do with the data? How did you handle missing values and outliers?
Describe the model selection process you went through for your project and how you concluded that model was the best fit.
How did you tune the hyper parameters on your model?
How did you evaluate your model's performance?
How did you address drift?
To further clarify what we need:
What technologies would you use to scrape websites that have data behind authentication?
What is proxy cycling?
How do you make web crawlers robust?
How can you use LLMs when web scraping?
How would you store several thousand PDF documents efficiently?
How would you extract the content from a PDF?
How would you answer a series of questions on the contents of a PDF?
If you feel you can add to this project then you will be rewarded. The goal is not to hire you for 3 days. It's to build a program that works and generates income for everyone. Your role should grow but at first unless you have a legal background it may take some time. Please do not apply if any of these concepts seem foreign to you.
Job Types: Part-time, Contract, Temporary
Pay: From $35.00 per hour
Expected hours: 10 – 30 per week
Benefits:
- Employee assistance program
- Flexible schedule
- Professional development assistance
Experience level:
Schedule:
- 4 hour shift
- 8 hour shift
- Monday to Friday
People with a criminal record are encouraged to apply
Application Question(s):
- Tell me about one machine learning or artificial intelligence project you've worked on. How was the data stored and why did you choose that type of storage structure? What kind of preprocessing did you do with the data? How did you handle missing values and outliers?
How did you evaluate your models performance?
- How can you use LLMs when web scraping? How would you extract the data from a pdf? Where would you store these PDFs
Experience:
- Teamwork: 2 years (Required)
- APIs: 3 years (Required)
- AI: 3 years (Required)
- Legal administrative: 1 year (Preferred)
- Communication skills: 3 years (Preferred)
Ability to Commute:
Work Location: Remote