What you’ll do:
- Lead and contribute to the system design for our AI/ML-based services
- Develop, implement, and test prompting strategies for a variety of products over various LLMs
- Analyze internal and external feedback and behaviors to continuously improve the quality of prompts and language output
- Research and adopt best practices based on experience, analysis, and input from the broader software team.
- Develop code that is highly readable, maintainable, and testable including documentation, excellent architecture, and automated testing
- Actively participate in interviewing and evaluating new team members
- Mentor junior members of the software engineering team in all aspects of software development across multiple projects with multiple customers
- Prioritize your work and the work of others with a sense of urgency to ship products in time to have the desired business impact while balancing a quality mindset
- Review code, help drive technical excellence through best practices and latest tools
What you have:
- Bachelor's degree in Computer Science or a related field
- 6+ years of professional experience
- Foundational knowledge of Natural Language Processing (NLP) and Machine Learning tailored to a specific business need
- Senior level experience working with Large Language Models such as GPT-3/4, ChatGPT, Claude, or CoHere
- Proficiency in Python, Javascript, SQL, C#
- Knowledge of cloud computing platforms and AI deployment tools
- A strong background in AI product development
- Ability to define and execute on strategic and visionary goals
- Excellent communication skills
- Ability to work in a team environment
Extras you bring to the table:
- Deploying into a public cloud service (AWS, GCP, etc.)
- Experience with containerization (Docker/Kubernetes)
- Experience in deploying AI tools
- Ability to gather and preprocess data for use in ML and AI
- Experience with service monitoring, metrics, alerting, log aggregation, and tracing
- Experience with functional/acceptance testing
- Experience with popular AI frameworks and libraries such as TensorFlow, PyTorch, huggingface, Amazon Bedrock, or Anthropic
Why join Polly?
- We are attacking a trillion-dollar market with gross inefficiencies and seeking to transform the way an entire industry operates
- We have an experienced leadership team that previously built large and impactful platforms
- Outstanding opportunity for professional growth and upward mobility
- Direct engagement with the decision makers and senior business leaders
- Competitive salaries
- 100% paid medical/vision/dental/disability/life insurance
- Flexible PTO
Top Skills
What We Do
The secondary market for mortgages accounts for over $1T in annual volume and impacts 20% of GDP. Yet, the pricing and loan trading of mortgages is still often done with antiquated technology, excel spreadsheets, phone calls, and physical paper. Billions of dollars are lost to inefficiency and mistakes.
Polly is transforming the mortgage industry with its modern, data-driven capital markets ecosystem that includes an advanced Product & Pricing Engine (PPE), Loan Trading Exchange, Analytics Platform, and Partner Platform. Our mission is to help capital markets and secondary teams operate smarter, more efficiently, and more profitably with best-in-class, end-to-end technology that is configured for each of our customers’ unique workflows and business needs.
Polly is based in San Francisco, California. Please visit www.polly.io to learn more.