Data Scientist for Large Scale NLP Model Development

hace 16 horas


Barcelona, Barcelona, España Applied Health Care A tiempo completo

At Applied Health Care, we're pushing the boundaries of Artificial Intelligence and Machine Learning to deliver innovative solutions for our customers. We're currently seeking a skilled Data Scientist to join our team in Barcelona, Spain.

About the Role

We're looking for a talented individual to work on the development of large-scale NLP models for real-world applications. As a Data Scientist, you'll be responsible for training, fine-tuning, and domain adapting these models to meet our customer's needs.

You will work closely with our cross-functional team to design and develop high-quality labels for various techniques, including retrieval, ranking, and machine reading comprehension. Your expertise in selecting, developing, and building metrics to evaluate search engine components will be crucial in driving business outcomes.

In addition to your technical skills, you'll also contribute to experimentation infrastructure and proofs-of-concept to test new ideas and concepts. Your ability to effectively partner with program management, engineers, and other functions across products will be essential in driving success.

Key Responsibilities
  • Train and fine-tune large-scale NLP models for real-world applications
  • Work on the full lifecycle of machine learning development, including training data collection, model training, component, and end-to-end evaluation
  • Select, develop, and build metrics to use across the full range of search engine components
  • Incorporate customer feedback into evaluations and models development
  • Contribute to experimentation infrastructure and proofs-of-concept to test out new ideas and concepts
Requirements

To succeed in this role, you'll need:

  • Bachelor's, Master's, or advanced degree in Computer Science or related field (including Mathematics and Physics)
  • Relevant industry experience in applying Machine Learning techniques
  • Relevant experience in coding in Python, C#, Java, or C++
Preferred Qualifications

We're open to candidates with:

  • MS or PhD in computer science or related field
  • Experience with machine learning frameworks such as PyTorch, ONNX, etc.
  • Experience with deep model training and evaluation
  • Experience with using large language models
Compensation and Benefits

We offer a competitive salary package of €85,000 - €110,000 per year, depending on experience, plus a range of benefits, including health insurance, retirement plan, and paid time off.



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