Senior Data Scientist

Job description

The world of AI and GenAI is evolving rapidly, and weโ€™re on a mission to build a powerful AI platform that drives innovation across all PandaDoc products. Our goal is to develop scalable, impactful AI solutions that empower small and medium-sized businesses (SMBs) to thrive.

This is a unique opportunity to design, evaluate, and optimize AI models, datasets, and pipelinesโ€”helping us turn cutting-edge AI into practical, scalable solutions for tens of thousands of businesses.

What makes this role special?

  • AI-First Products โ€“ Develop models and systems that enable AI-first experiences, enhancing the value we provide to SMBs.
  • High Impact, High Ownership: Youโ€™ll have the freedom to build and lead, working cross-functionally with engineers, designers, and product managers and bring the best practices from the industry.
  • Real-World AI Challenges: Youโ€™ll tackle the complexities of productizing AI and Gen-AI applicationsโ€”from scalability and observability to security and fine-tuning.
  • Innovation at Scale: Your work will enable fast, iterative experimentation for customer-facing AI solutions, helping SMBs grow, compete, and thrive.

In this role, you will:

  • Model Evaluation & Testing โ€“ Create evaluation frameworks to assess LLMs and GenAI applications, measuring recall, effectiveness, and accuracy.
  • Dataset Creation & Data Preparation โ€“ Develop high-quality datasets for model training, fine-tuning, and inference.
  • Prompt Engineering & Optimization โ€“ Establish evaluation pipelines for prompt performance, ensuring reliability and efficiency.
  • Model Fine-Tuning โ€“ Optimize LLMs for specific business use cases to improve their effectiveness.
  • LLM Deployment & Guardrails โ€“ Deploy LLMs in production and implement systems to maintain model constraints and safe usage.
  • Multi-Model Support โ€“ Work with various LLMs (e.g., GPT-4, Claude, fine-tuned models) for efficient routing and task handling.
  • AI-Driven Automation โ€“ Contribute to AI-powered automation systems that enhance customer workflows and streamline routine tasks.
  • Collaboration Across Teams โ€“ Work closely with PMs, designers, and engineers to define AI requirements and bring solutions to life.

About you:

Weโ€™re looking to complement our current AI/Data Science team by hiring a second Senior Data Scientist with a more specialized focus on working with large volumes of documents, particularly in the context of:

  • Metadata extractionย โ€“ experience building pipelines that extract structured information from documents.
  • Retrieval-Augmented Generation (RAG)ย โ€“ designing and optimizing RAG systems, including chunking strategies, retrieval performance, and integration with LLMs.
  • Knowledge graphsย โ€“ understanding of how to represent and query document relationships to support better retrieval and reasoning.
  • Semantic and conversational searchย โ€“ familiarity with search systems, especially Elasticsearch or similar tools, and how to build intelligent search experiences, including conversational interfaces.

On top of:

  • Python Expertise โ€“ 5+ years of experience in Python using in DS.
  • GenAI Experience โ€“ Hands-on experience with LLMs, RAG, knowledge graphs and fine-tuning.
  • LLM Evaluation & Optimization โ€“ Proven ability to measure and improve model performance.
  • Dataset & Data Preparation Skills โ€“ Expertise in building and curating datasets for AI training.
  • Production Deployment โ€“ Experience deploying LLMs and implementing guardrails for responsible AI usage.
  • Trend Awareness โ€“ Stays updated on the latest AI research, tools, and frameworks, identifying ways to apply them effectively.
  • Customer-Centric Mindset โ€“ Passion for building AI solutions that provide real value to end users.
  • Fast-Paced & Independent โ€“ Thrives in a high-speed environment with autonomy to solve problems.
  • Product-Driven Approach โ€“ Focuses on building AI solutions that drive tangible business impact.

Why PandaDoc?

At PandaDoc, weโ€™re committed to helping SMBs succeed by providing AI-powered tools that simplify their workflows and drive efficiency. With over 60,000 businesses trusting our platform, weโ€™re now investing in AI to take our impact even further.

Youโ€™ll be part of a collaborative, high-energy team that values creativity, autonomy, and real-world impact. If youโ€™re excited about solving complex AI challenges and building tools that matter, letโ€™s talk!

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