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1 месяц назад

Machine Learning Engineer (NLP/Computer Vision)

Формат работы
hybrid
Тип работы
fulltime
Английский
b2
Страна
Finland
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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TL;DR
Machine Learning Engineer (NLP/Computer Vision): Building transformer-based data pipelines, production APIs, and machine learning systems for trademark search with an accent on NLP, computer vision, LLMs, and VLMs. Focus on fine-tuning pretrained models, designing scalable experimentation frameworks, and optimizing neural architectures in production.

Location: Helsinki, Finland; hybrid with 2 days in the office

Company

hirify.global delivers AI-powered data, analytics, and professional services that help more than 5,000 customers protect and grow their brands.

What you will do

  • Design and implement transformer-based pipelines for data processing and enhancement.
  • Collaborate on NLP and multimodal machine learning tasks.
  • Build and maintain production-grade APIs.
  • Monitor, evaluate, and optimize models deployed in production.
  • Apply, fine-tune, and develop pretrained LLMs and VLMs for trademark search and analysis.
  • Design scalable data pipelines and experimentation frameworks while researching improved neural architectures.

Requirements

  • End-to-end experience with NLP and/or computer vision pipelines.
  • Strong software engineering skills with Python, Pytest, Docker, mypy, and algorithmic complexity.
  • Proficiency with PyTorch, the Hugging Face ecosystem, and xTransformers.
  • Deep knowledge of Transformers, RNNs, BLIP, LLMs, VLMs, and CLIP.

Nice to have

  • Experience with LLaVA, Phi-3 Vision, Qwen-VL, or OpenCLIP.
  • Familiarity with AWS IAM, SageMaker, EC2 Spot Instances, S3, and CloudWatch.

Culture & Benefits

  • 9-month fixed-term maternity-cover contract.
  • Part-time hours may be available.
  • Hybrid work arrangement in Helsinki.
  • Approximately 1,700 co-workers worldwide.

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