SW

Fully remote

No visa restrictions

MS Azure & Open AI are a must

From the manager:

It's a SW position, senior level AI/ML person with Open AI and MS Azure experience. This is all fairly new, so these positions are hard to find. The gig is remote in the USA time zones. Duration about 6 months but could go way more than that. It would be an immediate start.

Topics we're looking for help with:

Azure

Development best practices

Controlling cloud costs

Managing multiple apps and multiple databases efficiently

Automatic data updating pipelines

Complex Authentication via Azure AD and B2C

Chatbot quality measurement and mitigation

How much can be automated?

How can we QA a multi-lingual chatbot?

How can we design a feedback system to monitor and improve quality of responses with minimal human effort?

Fine-tuning

What advantages could fine-tuning provide vs. embeddings-based chatbots?

How should we think about creating and cleaning training examples?

Building complex systems with LLM and traditional software components

Numerical models

For embedded, memory- and performance-sensitive numerical models, what framework should we use to choose models and evaluate performance?

How do we know if we have enough training data?