20 beste Stellen als phd engineering in berlin – aktuell auf Personalsuche

ML Researcher, Representation Learning
Dunia Innovations GmbH —Berlin
- Vollzeit
- Doktorat
Direkt bewerben
Snr Chemical Engineer
Ucaneo Biotech GmbH —Berlin
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Snowflake —Berlin
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Amazon Development Center Germany GmbH —Berlin
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Adtran —Berlin
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- Master
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Corning —Berlin
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- Master
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CMC Biopharma Regulatory Consultant — Ecolab Life Sciences
Ecolab Inc. —Berlin
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- Bachelor
Applied Scientist - LLM, Alexa Conversational Modelling Intelligence
Amazon Development Center Germany GmbH —Berlin
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AI/ML Engineer (all genders)
Sunday Natural —Berlin
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Snr. Electrochemical Engineer – Direct Air Capture (BPMED)
Ucaneo Biotech GmbH —Berlin
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Senior Applied Scientist (All genders)
Zalando —Berlin
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Senior Lead Data Engineer (w/m/d)
Bayer —Berlin
- 109.800 € – 138.500 € pro Jahr
- Teilzeit
- Doktorat
- Master
- Führungserfahrung
7 Tage
Senior Staff Software Engineer - Unity Catalog Runtime Enforcement
Databricks —Berlin
- Doktorat
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Curriculum Manager - Cloud
DataCamp —Berlin
- Homeoffice
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Direkt bewerben
Senior Robotics ML Engineer
Realtime Robotics —Berlin
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Direkt bewerben
Senior AI/ML Engineer, Security Log Intelligence
RedMimicry GmbH —Berlin
- 85.000 € – 94.000 € pro Jahr
- Hybrides Arbeiten
- Doktorat
- Master
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Direkt bewerben
4 Std.
Senior Lead Data Scientist (all genders)
Bayer —Berlin
- 109.800 € – 138.500 € pro Jahr
- Teilzeit
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- Master
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7 Tage
Full Stack Architect (f/m/d)
Siemens —Berlin
- Vollzeit
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- Informatik
- Master
DFT & Post-Silicon Validation
TechBiz Global GmbH —Berlin
- Vollzeit
- Hybrides Arbeiten
- Doktorat
- Informatik
- Master
Direkt bewerben

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ML Researcher, Representation Learning

Dunia Innovations GmbH
Berlin

Direkt bewerben

Details zur Stelle

Vollzeit

Qualifikationen

Doktorat

Vollständige Stellenbeschreibung

Your mission

Invent the representations that make matter legible to machines
Most AI systems succeed because the world they model is forgiving. Materials discovery is not.

At Dunia, we are building AI systems that must reason about molecules, materials, and physical processes across scales, regimes, and sparse data. The limiting factor is not model size. It is representation.

As ML Researcher, Representation Learning, you work on the hardest layer of AI for Materials: deciding what the machine should see. You invent representations that let models generalize, transfer, and reason under uncertainty, and you test those ideas inside real discovery loops that include experiments and simulations.

This role is for someone who wants their representation ideas to matter beyond papers.

Your tasks will include:

Define how matter is encoded

Design representations for molecules, materials, and processes that respect physical and chemical structure
Decide what information should be explicit, implicit, or learned
Build abstractions that transfer across tasks and domains

Build multi-modal foundation models

Combine graphs, sequences, text, images, simulations, and experimental data
Explore how different modalities reinforce or contradict each other
Move beyond benchmark metrics toward models that support real decisions

Work where research meets reality

Test ideas in production-grade systems used by scientists
Collaborate closely with chemists, physicists, and automation teams
Learn quickly which ideas hold up and which don’t

Push representation learning forward

Introduce probabilistic reasoning and uncertainty awareness
Challenge existing paradigms when they break down in physical domains
Help shape the broader direction of AI-native science at Dunia

Your profile

PhD or equivalent training in machine learning, computer science, or a closely related quantitative field, with4–8 years of post-degree experience in research-driven ML roles
Deep experience in representation learning and modern deep learning architectures
Track recordof designing representations for structured or scientific data that generalize beyond a single task or dataset
Strong software engineering skills, with experience turning research ideas into robust, maintainable systems
Comfortable working at the boundary ofresearch and production, theory and engineering
Curious about the physical world and motivated by applying ML to chemistry, physics, or materials
Willing to challenge existing paradigms when they break down in real-world settings
Fluent in English; additional language desirable

About us

Dunia, meaning “world” in over 20 languages, reflects our focus on building technologies that deliver abundance globally. By combining physics, AI, and automation, we accelerate materials discovery for next-generation energy and industrial systems. Our work helps make energy more accessible and materials more affordable and resilient while reshaping how science moves from idea to impact. Join us to work on problems where progress truly compounds.

Need more convincing? -> Watch this video

We strive to create a diverse and inclusive workplace where everyone feels welcome and safe to be their authentic self. Non-traditional career paths are welcome and valued. If you share our vision, you can be certain that we want you to succeed. You might be just the right candidate for this or for other roles that have not opened yet.

Reach out, and follow us on LinkedIn!

Direkt bewerben

Erweiterte Suche

phd engineering Jobs in berlin

ML Researcher, Representation Learning

Snr Chemical Engineer

Senior Solution Engineer

Applied Scientist, Amazon Music - DISCO, Music DISCO

Applied Scientist II, AFT AI, Amazon AFT AI

Principal RFIC Engineer / RFIC Team Lead – Optical Engines (M/F/D)

Senior Optical Validation Engineer (m/f/d)

CMC Biopharma Regulatory Consultant — Ecolab Life Sciences

Applied Scientist - LLM, Alexa Conversational Modelling Intelligence

AI/ML Engineer (all genders)

Snr. Electrochemical Engineer – Direct Air Capture (BPMED)

Senior Applied Scientist (All genders)

Senior Lead Data Engineer (w/m/d)

Senior Staff Software Engineer - Unity Catalog Runtime Enforcement

Curriculum Manager - Cloud

Senior Robotics ML Engineer

Senior AI/ML Engineer, Security Log Intelligence

Senior Lead Data Scientist (all genders)

Full Stack Architect (f/m/d)

DFT & Post-Silicon Validation

Ich möchte aktuelle Job-E-Mails für Stellen als phd engineering in berlin erhalten

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