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Applied AI Engineer & Researcher

JigsawStack

San Francisco, CAJobPosted 1mo agoStill listed 4 days ago

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At a glance

Compensation
No compensation found
Location
San Francisco, CA
Work Authorization
Not specified

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Job overview

JigsawStack is seeking an Applied AI Engineer & Researcher to advance model performance by managing the AI lifecycle, including fine‑tuning, data collection, benchmarking, and deployment. The role involves researching cutting‑edge techniques, publishing papers, and building production‑ready AI products within a dynamic startup environment.

Skills & qualifications

RequiredNice to have

Skills

CythonTransformers (Electrical)Next.jsNode.JsGraphQLPythonTypescriptC++RustDockerPyTorchCUDATensorRT-LLMvLLMSGLangOllamaLlama.cppNextJS/ReactNodeJSSQLPostgresStripeAWSGCPAzureModalVercel

Qualifications

5+ Years AI Research Experience

Benefits

Tuition Assistance

Full job description

Applied AI Engineer & Researcher

Location: San Francisco, CA

Apply here: https://dub.sh/jigsawstack-apply

About JigsawStack:

At Interfaze, we’re building a new model for deterministic developer tasks that expects high accuracy like OCR, web scraping, classification, STT, and more. We currently power thousands of systems in industries like healthcare, finance, government, SaaS and more which has processed billions of tokens every month.

About this role:

We’re hiring an AI Engineer & Researcher who is looking to push the boundaries of our models by implementing and experimenting with new research and techniques. As part of the Interfaze lab, you will help improve the performance and capabilities of our models by managing our AI lifecycle, including fine-tuning, automating data collection and cleaning, benchmarking, and deployment.

As a founding member at Interfaze, your role will be dynamic, offering opportunities to spearhead and launch innovative research, papers, and products into production while being the go-to expert for all things AI!

Our tech stack:

Languages: Python, Cython, Typescript, C++ (nice to have), Rust (nice to have)

Frameworks: Docker, PyTorch, Transformers, CUDA.

Inference engines: SGLang, vLLM, TensorRT-LLM, Ollama, Llama.cpp

Model Architectures: Gemma 4 Unified, Llama 3.1, Qwen3-VL, and GLM 5.2.

Frontend: NextJS/React

Backend: NodeJS

Language: Typescript

Infrastructure:

Functions & Sandboxes: Modal, Vercel.

Model Deployments: GCP, AWS, Azure, & Modal

Database: Postgres (Supabase)

Query: SQL/GraphQL

Payment/Billing: Stripe

What you will do:

Research and understand different machine learning techniques and papers, then experiment with real-world implementation

Experience with deep learning frameworks (e.g., TensorRT-LLM, PyTorch), and AI development tools is a must

Working closely with the team to train, deploy and serve models at scale on popular cloud providers like AWS, GCP, and more

Write papers on your research and experiments contributing to the growing open-source AI world

Writing detailed benchmarks on comparisons and analysis (e.g. comparing performance for two embedding models or benchmarking whisper 3 with another model)

Quantization and fine-tuning of LLMs and other models for our developer use cases

Optimizing models and GPU infra for cost-to-scale ratio based on load

Writing Python code and Jupyter Notebooks

Who you are:

A strong AI Researcher with at least 5 years of experience, and paper publications at venues like ICML, NeurIPS, ACL, NAACL, and IEEE

Worked with most of our GPU infra and have a good understanding of our tech stack

Comfortable with working across the stack - model deployment, benchmarking, fine-tuning, monitoring, and scaling the service

Up-to-date with the latest papers, techniques, and experiments

Using AI to 100x your productivity

Natural curiosity to experiment with new concepts and tools while working closely with our community of developers

You care about building great products and love to geek out about the latest tech in AI

Open to feedback and have a growth mindset

Bonus if you:

Currently based in SF or United States.

Enjoy working in a startup environment where you can take initiative and contribute to the zero-to-one phase of development

Previously ran a startup or worked as a founding team member in a startup

Benefits:

Great compensation package and equity/shares

Flexible and remote-friendly

Annually run off-sites

Learn and Grow - we provide mentorship and send you to events that help you build your network and skills

Annual Education Allowance

Let’s build benefits together

Process:

Apply here: https://dub.sh/jigsawstack-apply

The entire process is fully remote and all communication will happen over email or via video chat.

Once you've submitted your application, the team will review your submission and may reach out for a short screening interview over a video call.

If you pass the screen you may be invited to complete a short task or discuss your past work.

If you pass the task/screen you will be invited to up to 2 follow-up interviews. The calls:

usually take between 20-45 minutes each depending on the interviewer.

are all 1:1.

will be with both founders, a member of either the growth or engineering team (depending on the role) and usually one other person from your immediate team or function.

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