P
Pigment
Data Scientist

Data Scientist Internship

On-siteJuniorData Scientistposted 12mo ago
✦Role summaryAI-generated

As a Data Scientist Intern at Pigment, you will collaborate with the AI engine team to develop and maintain planning models that power the SaaS platform. You will apply machine learning techniques and data modeling skills to push the boundaries of AI within the product, while gaining hands‑on experience in a full‑stack engineering environment.

Skills required

About this role

Your mission

Our Engineering team

Our Engineering team is responsible for developing our SaaS platform and building a comprehensive and user-friendly product. Pigment engineers participate in the entire application development lifecycle, focusing on design, coding, and keeping the production platform up and running. They can be specialized, but there is no strict separation between infrastructure, backend, and frontend.

We value user-centricity and pragmatism: we choose the most relevant tools for the problem we have to solve, understanding the strengths and constraints of each technology. Our engineering culture also values curiosity, humility, trust, ownership, and team spirit.

👉 Curious to see what we’re building? Check out our Tech Blog!

As a Data Scientist Intern, you will help us push the boundaries of what AI can do inside Pigment, focusing on how our AI Modeler builds and maintains planning models. You’ll work closely with our AI engineering and data science teams to design, test, and evaluate LLM-based systems that turn loosely structured inputs into reliable, working Pigment models and formulas.

Project Overview: Making Pigment’s AI Modeler Smarter

Depending on your profile and interests, you will focus on one of these topics:

1. Formula Writing from Specifications

Have the Modeler write a specification of a formula (what it should do, and the tests it must pass), then build a small Formula Writer model that produces a correct formula from it.

2. Building Models from External Documents

Turn amorphous inputs (long PDFs, call transcripts, existing applications, templates) into structured Pigment applications: write the tests first, then iterate on a DSL representation until they pass.

3. Building Models from Databases

Given an existing database, determine which blocks and transformations to create to make sense of the data and integrate it as a Pigment model.

As an intern, you will:

  • Define success criteria, test suites, and evaluation metrics for your topic.
  • Design and iterate on LLM-based approaches (prompting, agentic workflows, intermediate representations).
  • Benchmark quality, reliability, and cost/latency, and document trade-offs.
  • Work with engineers and data scientists to build evaluation pipelines and share findings.
  • Technical Stack

    Our current AI and engineering stack includes:

  • Languages & Frameworks: Python, LangGraph
  • Data & ML Infrastructure: Weights & Biases, Hugging Face Hub, Google Cloud Platform (GCP), Docker, Kubernetes
  • Databases: PostgreSQL
  • CI/CD & Experimentation: CircleCI, MLflow, and internal orchestration tools
  • We don’t expect you to know them all. What matters most is your ability to learn quickly, experiment rigorously, and translate data insights into actionable results.

    Work Environment

  • Hybrid: possibility to work partially remotely
  • Office in the heart of Paris (Paris 9)
  • Choose your working environment (hardware / OS)
  • A competitive remuneration package
  • Opportunity to continue your journey with us after your internship
  • Technical stack

  • Our current AI and engineering stack includes:
  • Languages & Frameworks: Python, LangGraph
  • Data & ML Infrastructure: Weights & Biases, Hugging Face Hub, Google Cloud Platform (GCP), Docker, Kubernetes
  • Databases: PostgreSQL
  • CI/CD & Experimentation: CircleCI, MLflow, and internal orchestration tools
  • We don’t expect you to know them all. What matters most is your ability to learn quickly, experiment rigorously, and translate data insights into actionable results.
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