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.
13 jobs · 11 companies · last seen 20 August 2026
There are currently 13 open roles in Berlin that mention Transformers, posted by 11 companies. It frequently pairs with Python, LLM, Deep Learning. Seen most in AI/ML (3% of their roles) and Data Engineer (1% of their roles) and Leadership (0% of their roles).
Frequently asked questions
- How many Transformers jobs are available in Berlin right now?
- There are currently 13 open roles in Berlin that mention Transformers, posted by 11 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, SAP, Nebius, Helsing, SumUp.
- What skills pair well with Transformers?
- Employers who ask for Transformers also frequently require: Python (92%), LLM (92%), Deep Learning (69%), Machine Learning (62%), Fine-tuning (54%).
- In which Berlin job roles is Transformers most in demand?
- Based on current listings, Transformers appears most in: AI/ML (3%), Data Engineer (1%), Leadership (0%) roles.
Frequently paired with
By seniority
- Mid 38% (5)
- Senior 31% (4)
- Intern / Student 15% (2)
- Staff / Principal 8% (1)
- Lead / Manager 8% (1)
By job family
% of open roles in each family that mention Transformers
- AI/ML 3% (9/316)
- Other 2% (2/126)
- Data Engineer 1% (1/141)
- Leadership 0% (1/222)
By company
Top companies looking for Transformers
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JetBrains 2
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SAP 2
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Nebius 1
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Helsing 1
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SumUp 1
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Cerence AI 1
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Maze 1
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Bit Capital 1
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Constructor 1
- Other (2 companies) 2
Open roles mentioning Transformers
Bit Capital
AI Engineer (m/f/d)
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