Applied AI Engineer (founding team)

3 months ago
Full time role
Hybrid · San Francisco, CA, US · Palo Alto, CA, US... more

ComplexChaos is on a mission to help humanity cooperate at scale. 

We are a pre-seed startup funded by Village Global (a VC chaired by Reid Hoffman and backed by Jeff Bezos, Bill Gates, and more) and angels including founder/CEO at OpenGov, Google's former Director of Security, and the founders of Mural, Pactum AI, WhatsApp, and others. Some of our advisors are former SVPs of Workday, Symantec, Visa, VMWare, Box, etc.

Alright, let's get into it! ComplexChaos is not just another startup on the block. Oh no, darling, we're here with a grand mission to use AI to help humanity come together and tackle those head-scratchingly complex problems. Sounds like a superhero comic plot, right? But it's real, and it's happening right here at ComplexChaos.

Calling all AI aficionados! ComplexChaos is on the hunt for a Senior Applied AI Engineer who can weave magic with RAG systems and foundational models. If you're an expert in DevOps and LLMOps principles and want to be a trailblazing member of our team, keep reading. We're all about pushing boundaries and creating AI solutions that deliver real-world impact, and we need your brilliance to make it happen.

What You’ll Be Rocking:

  • Large Language Model System Engineering

  • Design and build scalable LLM-based architectures that play nice with external data sources and APIs, with a spotlight on RAG systems.

  • Monitor and optimize system performance, ensuring our clients get the best in class.

LLM Development:

  • Craft intricate LLM workflows using multiple models, data sources, and processing steps.

  • Implement CI/CD pipelines for swift changes, seamless deployment, and robust monitoring.

  • Set up and maintain cloud-based infrastructure for LLM applications.

  • Keep an eagle eye on LLM performance and resource utilization.

  • Automate testing and QA processes to keep our LLMs sharp and reliable.

Debugging and Quality Assurance:

  • Tackle issues head-on, improving LLM performance, cost efficiency, accuracy, and reliability.

  • Use data analysis and experimentation to continuously fine-tune our systems.

  • Cross-Functional Collaboration:

  • Work hand-in-hand with product managers, engineers, and other stakeholders to gather requirements and deliver impactful solutions.

Your Superpowers:

  • Mastery of LLM frameworks, especially with a focus on RAG (e.g., LLamaIndex, Langchain).

  • Experience with Large Language Models (e.g., GPT-3, GPT-4, PaLM) and their APIs.

  • Proven prowess in system design and building/deploying LLM-based applications.

  • DevOps and LLMOps expertise, including CI/CD pipelines, cloud platforms, and monitoring tools.

Our Tech Playground:

  • Frontend: VueJS, tailwind-ui, firebase auth, hosted on Vercel.

  • Backend: Node, Express, Prisma, Postgres, hosted on Heroku.

Skills We’re After:

  • AI frameworks: LLMs, NLP (e.g., spaCy), LangChain, Embeddings.

  • Technologies: Python, Flask, JWT, Postgres, Prisma, Docker, Postman.

  • Process: Agile Scrum, Git, Pull-Request reviews.

Why You’ll Love Us:

Be at the forefront of AI innovation, working on projects that matter.

Join a dynamic, innovative startup environment with passionate and brilliant colleagues.

Enjoy the freedom to shape and drive a key area of our organization, with direct impact on our platform and growth.

At ComplexChaos, diversity isn’t just a buzzword; it’s our heartbeat. We’re crafting an inclusive space where brilliant minds come together to change the game. Ready to dive into a world where your expertise can make a massive impact? Let’s make some AI magic happen together!