Dunia Tech Stack

Physics-informed AI platform for materials discovery and acceleration

Nanotechnology Research Berlin, BE 11–50 employees Founded 2022 Privately Held

Dunia builds an AI-powered materials discovery platform grounded in physics simulation and experimental data. The tech stack—Python, FastAPI, React, SLURM, scikit-learn—reflects a heavy emphasis on scientific compute and model serving rather than consumer infrastructure. Hiring velocity is accelerating across research (4 roles) and engineering (2), with senior-level concentration (5 of 11 roles), suggesting a transition from founding science team toward scaled product and go-to-market operations; the addition of sales, data, and people functions signals a shift from pure R&D into commercialization.

Tech Stack 13 technologies

Core StackPython FastAPI React TypeScript Tailwind CSS pandas NumPy scikit-learn Pydantic Streamlit SLURM

What Dunia Is Building

◆Challenges

Inefficient bd workflows
Post-deal onboarding
Cross-functional coordination
Scaling people function while maintaining culture
Retaining top talent in fast-growing startup
Compliance with german labor law
Model performance validation
Model trustworthiness assessment
Complex high-stakes problems
Delivery trust issues

▲Active Projects

Develop new projects from scope to final agreement
Build and improve internal bd workflows
World-class hiring engine
Scalable onboarding program
Performance feedback system
Evaluation framework development
Model benchmarking
Data visualization
Production systems for scientific workflows
Data pipelines for experimental output

Hiring Activity

Accelerating10 roles · 10 in 30d

Department

Research

Engineering

Sales

Data

Ops

Seniority

Senior

Mid

Junior

Manager

Notable leadership hires: Head of People

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About Dunia

Dunia Innovations, founded in 2022 and based in Berlin, develops a materials acceleration platform that combines physics-informed AI with experimental data to compress discovery timelines in energy, manufacturing, and compute materials. The company employs 11–50 people and is actively hiring across research, engineering, and commercial functions in Germany. Core infrastructure runs on Python, FastAPI, and SLURM, with React frontends for data visualization and model interaction. Current organizational focus spans three axes: scientific (model benchmarking, evaluation frameworks, production workflows for experimental output), commercial (business development workflows, sales hiring), and operational (onboarding, performance feedback, compliance with German labor law).

HeadquartersBerlin, BE

Company Size11–50 employees

Founded2022

Hiring MarketsGermany

Frequently Asked Questions

What tech stack does Dunia use?

Python, FastAPI, Pydantic, React, TypeScript, Tailwind CSS, Streamlit, SLURM, pandas, NumPy, scikit-learn. The mix reflects scientific computing (SLURM for HPC, NumPy/pandas) and web services (FastAPI, React) for platform delivery.

What is Dunia working on?

Current projects include production systems for scientific workflows, model benchmarking and evaluation frameworks, data pipelines for experimental output, and internal go-to-market infrastructure (business development workflows, onboarding, performance feedback systems).