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.
11 jobs · 10 companies · last seen 9 October 2026
There are currently 11 open roles in Berlin that mention Transformers, posted by 10 companies. It frequently pairs with LLM, Python, Deep Learning. Seen most in AI/ML (4% of their roles) and genAI/LLM/Agentic AI (3% of their roles) and Data Scientist (2% of their roles). Across those roles, 82% list it as required and 9% as nice-to-have.
Frequently asked questions
- How many Transformers jobs are available in Berlin right now?
- There are currently 11 open roles in Berlin that mention Transformers, posted by 10 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: Apheris, Flaconi, JetBrains, Cerence AI, Helsing.
- What skills pair well with Transformers?
- Employers who ask for Transformers also frequently require: LLM (91%), Python (82%), Deep Learning (82%), Machine Learning (73%), PyTorch (64%).
- In which Berlin job roles is Transformers most in demand?
- Based on current listings, Transformers appears most in: AI/ML (4%), genAI/LLM/Agentic AI (3%), Data Scientist (2%) roles.
Frequently paired with
By seniority
- Mid 45% (5)
- Senior 27% (3)
- Staff / Principal 18% (2)
- Intern / Student 9% (1)
By job family
% of open roles in each family that mention Transformers
- AI/ML 4% (4/95)
- genAI/LLM/Agentic AI 3% (6/231)
- Data Scientist 2% (1/56)
By company
Top companies looking for Transformers
-
Apheris 2 -
Flaconi 1 -
JetBrains 1 -
Cerence AI 1 -
Helsing 1 -
sensmore 1 -
Owkin 1 -
Bit Capital 1 -
Hugging Face 1 - Other (1 companies) 1
Open roles mentioning Transformers
Bit Capital
AI Engineer (m/f/d)
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