At Rollstack, we are revolutionizing the way businesses share and communicate data and insights. Organizations worldwide rely on slide decks and documents to make informed decisions, whether for leadership, clients, or partners. Yet, preparing these materials often consumes countless hours. Rollstack fully automates that.
We help some of the world's leading organizations, from mid-sized to public companies like SoFi, Zillow, and Whirlpool, in automating their slide decks and documents. Headquartered in New York, we offer a remote-friendly workplace and are backed by Insight Partners and Y Combinator, the most successful startup incubator in the world that produced the likes of Airbnb, Twitch, Instacart, Dropbox, Reddit, DoorDash, Stripe, Coinbase, etc.
Our team operates with speed and focus to deliver outsized impacts for our customers. We approach every challenge with first principles, never assuming things have to be done a certain way. We are a diverse team that believes intelligence and kindness go hand in hand, welcoming individuals from all backgrounds. Our persistence and rapid execution define us as a category leader and a future generational company.
As an AI Software Engineer at Rollstack, you’ll build core features that automate how companies share data through slides and documents. You’ll work across the stack on integrations, AI insights, and performance optimization. This role is ideal for engineers who thrive on impact, autonomy, and fast-paced product development.
Build AI-Powered Features: Combine industry best practices with innovative thinking to develop our product's first AI capabilities.
Utilize Existing Frameworks: Leverage libraries like LangChain, RAG, and LlamaIndex to create scalable, production-ready solutions for data analysis and content generation.
Enhance System Performance: Improve reliability and speed up time-to-market by optimizing software performance to meet customer needs.
Collaborate with Teams: Work closely with designers and software engineers to boost user adoption and engagement.
Innovate with AI Technologies: Pioneer best practices using cutting-edge AI tools and techniques.
TypeScript + React frontend with Tailwind CSS and Shadcn/UI, using modern hooks for composable UI and fast iteration.
Node.js backend with a sync engine using Prisma ORM and Temporal workflows, powering internal services.
K8s platform on AWS, deployed with Argo CD for zero‑downtime releases and easy rollbacks.
Logs in SigNoz, application tracing in Sentry, and product analytics in PostHog.
Generative‑AI layer powered by OpenAI API, Gemini, LangChain, and Langfuse to deliver automated insights.
Issue tracking with Linear.
Experience with LLM Frameworks: Proficiency in current large language model frameworks like LangChain, Retrieval-Augmented Generation (RAG), and LlamaIndex.
Machine Learning and NLP Expertise: 3+ years of experience in machine learning and natural language processing, focusing on generative models.
Strong Python Skills: Advanced programming skills in Python.
LLM Agents Development (Bonus): Bonus points for experience in building LLM agents for data analysis and content generation.
Production Experience with LLMs: Proven experience in researching, building, and fine-tuning large language models in production environments.
We are backed by the best (Y Combinator, Insight Partners ...) and are redefining how individuals and teams, across industries and around the world, work smarter and faster.
Work alongside an exceptional team of builders, including alumni from Amazon, Meta, Pinterest, Tesla, and AiFi.
Be part of a fully remote, globally diverse workplace that values ownership, impact, and collaboration.
Contribute to a product that users love and that truly sells itself.
Once a year, the entire company gathers in a new city for a week of connection, collaboration, and fun. It’s a highlight of our year.
Earn competitive compensation and meaningful equity in a fast-moving, high-leverage startup where your work directly shapes the company’s trajectory.
Skills Required
- 3+ years of experience in machine learning and natural language processing, with a focus on generative models
- Advanced programming skills in Python
- Proficiency with LLM frameworks including LangChain, Retrieval-Augmented Generation, and LlamaIndex
- Proven experience researching, building, and fine-tuning large language models in production environments
- Experience building LLM agents for data analysis and content generation
What We Do
Rollstack automates slide decks and document reporting using AI and data integrations. Leading organizations like SoFi and Whirlpool use Rollstack to automate leadership reporting, client presentations, financial reporting, and all types of data-driven PowerPoints, documents, and newsletters. Stop manually building critical business and client reports. Rollstack integrates with leading business intelligence tools like Tableau and PowerBI, mapping them to PowerPoint, Word, and Google Slides for automated report generation and distribution. Build reports in minutes, saving days or even weeks of manual work and distribute them to your stakeholders or clients and stakeholders automatically. Book a demo at Rollstack.com – the leading solution for enterprise data reporting.
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