In deep learning, the transformer is a family of artificial neural network architectures based on the multi-head attention mechanism, in which text is converted to numerical representations called tokens, and each token is converted into a vector via lookup from a word embedding table. At each layer, each token is then contextualized within the scope of the context window with other (unmasked) tokens via a parallel multi-head attention mechanism, allowing the signal for key tokens to be amplified and less important tokens to be diminished. Because self-attention alone is permutation-invariant, transformers inject positional information, typically through positional encodings or learned positional embeddings, so token order can affect the output.
10 jobs · 9 companies · last seen 9 July 2026
There are currently 10 open roles in Berlin that mention Transformers, posted by 9 companies. It frequently pairs with LLM, Python, Natural Language Processing. Seen most in AI/ML (3% of their roles) and Leadership (1% of their roles) and Data Engineer (1% of their roles).
Frequently asked questions
- How many Transformers jobs are available in Berlin right now?
- There are currently 10 open roles in Berlin that mention Transformers, posted by 9 companies. The board is refreshed multiple times a day — more frequently during Berlin working hours — so new roles can appear throughout the day.
- Which companies in Berlin are hiring for Transformers?
- Companies currently listing the most Transformers roles include: JetBrains, Cerence AI, Maze, SumUp, Amazon / AWS.
- What skills pair well with Transformers?
- Employers who ask for Transformers also frequently require: LLM (100%), Python (80%), Natural Language Processing (70%), Machine Learning (70%), Fine-tuning (60%).
- In which Berlin job roles is Transformers most in demand?
- Based on current listings, Transformers appears most in: AI/ML (3%), Leadership (1%), Data Engineer (1%) roles.
Frequently paired with
By seniority
- Senior 40% (4)
- Mid 20% (2)
- Head / Director / VP / C-Level 10% (1)
- Lead / Manager 10% (1)
- Staff / Principal 10% (1)
- Intern / Student 10% (1)
By job family
% of open roles in each family that mention Transformers
- AI/ML 3% (6/213)
- Leadership 1% (2/156)
- Data Engineer 1% (1/89)
- Other 1% (1/69)
By company
Top companies looking for Transformers
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JetBrains 2
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Cerence AI 1
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Maze 1
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SumUp 1
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Amazon / AWS 1
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Constructor 1
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Poolside 1
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QuoIntelligence 1
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SAP 1
Open roles mentioning Transformers
Amazon / AWS
Applied Scientist, EU International Technologies
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