Related skills
sql pytorch pyspark transformers gpt๐ Description
- Drive design, experimentation, and evaluation of transformer models for retail challenges.
- Explore seq-to-seq and causal transformers for personalization.
- Develop research-grade prototypes and translate them into production-ready solutions.
- Conduct forward-looking research on generative AI, multimodal learning, and representation learning.
- Identify emerging AI/ML techniques for retail analytics and assess feasibility.
- Drive internal thought leadership; define standards and advise teams on ML adoption.
๐ฏ Requirements
- Expertise in transformer architectures (e.g., BERT, GPT, T5, Time-Series Transformers).
- Strong hands-on experience with modern deep learning frameworks (PyTorch preferred).
- Solid grounding in machine learning fundamentals and statistical modelling.
- Familiarity with distributed training and GPU acceleration.
- A track record of delivering impactful models in production or research settings.
- Ability to take ambiguous research ideas and shape them into structured investigations or prototypes.
๐ Benefits
- Flexible working hours and your birthday off.
- Comprehensive rewards package with personal flexibility.
- Access to cutting-edge technology and a global ambition with a nimble feel.
- Inclusive culture with diverse employee networks (e.g., dh Gender Equality Network).
- Opportunities to discuss agile/ flexible working arrangements during hiring.
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