3 дня назад
Data Science/AI ML Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Science/AI ML Engineer (AI/ML): Building specialized Large Language Models (LLMs) to deliver commercial-grade intelligence with an accent on model internals, tensor operations, and architecture design. Focus on translating research papers into production-ready implementations and optimizing inference costs.
Location: Budapest (Flexible)
Company
AI-powered Experience Orchestration platform empowering organizations to create superior customer and employee experiences.
What you will do
- Design and implement specialized LLMs, focusing on model weights, attention mechanisms, and sparse architectures.
- Translate research papers into prototypes and reusable Python libraries.
- Build and maintain evaluation frameworks to compare model intelligence, reasoning, and inference costs.
- Support and optimize cloud infrastructure utilizing AWS SageMaker, S3, and GPU instances.
- Engage with the open-source ML ecosystem and contribute to the team's research agenda.
Requirements
- Degree in Computer Science, ML, Mathematics, or equivalent hands-on experience.
- 3+ years in ML engineering, with at least 1 year working directly with LLMs or deep learning architectures.
- Proficiency in Python and PyTorch, and experience with HuggingFace Transformers.
- Experience with AWS services for ML workloads (SageMaker, EC2 GPU, S3).
- Strong software engineering practices, including Git, CI/CD, and unit testing.
Nice to have
- Exposure to sparse architectures, expert routing, or model compression techniques (quantization).
- Experience with Infrastructure as Code (IaC) tools like CloudFormation or Terraform.
- Familiarity with conversational AI or the contact center industry.
Culture & Benefits
- Work on novel research that directly influences AI systems used by millions globally.
- Clear paths toward technical leadership and freedom to explore research directions.
- Remote-friendly environment with flexible working arrangements.
- Culture based on mutual respect, psychological safety, and diversity.
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