Machine Learning Strategist
6 days ago
We are looking for a talented Data Scientist Leader to spearhead our natural language processing and transformer model development efforts. With a strong background in machine learning and data science, you will drive innovation and excellence in our data science team.
As a Senior Data Scientist, you will be responsible for leading cross-functional teams, collaborating with data engineers, software developers, and domain experts to deliver high-quality NLP solutions using transformer models.
Responsibilities include:
- Leading cross-functional teams in the development and implementation of NLP solutions using transformer models
- Collaborating with data engineers, software developers, and domain experts to ensure seamless integration and deployment of models
- Designing and implementing metrics for tracking and improving model performance
- Investigating and analysing large language models from open-source repositories, assessing their applicability and performance in various tasks and recommending improvements or adoption strategies.
- Developing and implementing NLP solutions, leveraging expertise in transformer models
- Utilising RAG techniques to enhance the performance of language models, ensuring high-quality results in information retrieval and generation tasks
- Employing advanced methods for training and fine-tuning large language models.
Requirements include:
- Bachelor's degree in Computer Science, Data Science, Machine Learning, or a related field
- A minimum of 3-5 years of professional experience in data science or a related field
- Demonstrated experience in natural language processing (NLP) and transformer models
- Proficiency in machine learning frameworks: Huggingface, PyTorch, TensorFlow, and scikit-learn
- Strong understanding of evaluation metrics and their application in model performance analysis
- Experience with retrieval-augmented generation (RAG) techniques
- Familiarity with methods for training and fine-tuning large language models
- Excellent analytical and problem-solving skills
- Ability to work in a collaborative, fast-paced environment
- Excellent written and verbal communication skills
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