ML-инженер
- Income level not specified
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Almaty
Why is the position open?
Launch of a new major product (AI platform). It is necessary to build a voice assistant from scratch that speaks Kazakh like a real person. The team has already put together a demo model that can read text in Kazakh and it's time to continue working further.
, What to do
- To develop Kazakh language processing technologies (NLP, ASR, TTS).
- To work on improving the vocabulary and context of the LLM for the Kazakh language.
- Develop and optimize custom or pre-trained models for speech recognition and synthesis.
- Participate in the creation of a speech-to-speech voice system, from text modules to audio reports.
- Conduct experiments, quickly test hypotheses, and improve the architecture of models.
- Work with speech corpora and unique datasets, including Kazakh ones.
- To contribute ideas and initiatives that affect the quality of the product.
🧩 Requirements
Required
- Work experience in the field of Machine Learning / Deep Learning.
- Knowledge of Python and one of the main libraries: PyTorch (preferably) or TensorFlow.
- Basic understanding of neural network theory, algorithms, and architectures.
- The level of the Kazakh language sufficient for working with texts, corpora and models.
- Self-organization skills, the ability to independently plan and bring tasks to results.
- Willingness to work in a startup environment: quick decision-making, openness to change.
- Proactivity is not just about completing tasks, but also offering solutions, improvements, and experiments.
Desirable
- Practical experience in one of the following areas: ASR (Automatic Speech Recognition), TTS (Text-to-Speech) or NLP (Natural Language Processing).
- Experience learning and fine-tuning LLM or transformer models.
- Understanding the principles of the speech pipeline and speech synthesis systems.
- Publications and participation in Kaggle competitions / AI contests will be a plus.
- Interest in the development of technologies for the Kazakh language and culture in general.
Why is this interesting
- The project with a cultural mission is a contribution to the development of the Kazakh language and the AI ecosystem.
- The ability to build a reference voice system from scratch.
- A small but experienced team and ample opportunities for initiative.
- Access to powerful computing resources and unique data.
- Work at the intersection of AI engineering, linguistics and startup dynamics.