Staff Research Engineer – Multimodal Generative Modelling

This is a fully remote position, open to applicants in United Kingdom.

📋 Description

• Define our strategic roadmap to introduce new model capabilities and enhance functionality for our clients, both in the short and long term.

• Suggest innovative multi-modal system architectures, particularly focusing on text and voice integration.

• Create and assess streaming and conversational systems aimed at achieving low-latency, interactive voice-video synthesis.

• Develop solutions that enhance emotional expressiveness and facilitate natural interactions.

• Execute and realize designs, overseeing the process from pretraining to post-training phases.

• Deploy models into production with optimized runtimes to serve our customers and subsequently address their feedback.

⛳️ Requirements

• In-depth knowledge of generative modeling, preferably in the context of sequential or multimodal data.

• Practical experience with large language models or comparable transformer-based architectures.

• Advanced proficiency in PyTorch, including distributed training and model optimization techniques.

• A comprehensive understanding of time-series modeling and tokenization, ideally within audio, speech, or video domains.

• Demonstrated experience in training deep learning models from start to finish, encompassing data preparation to evaluation.

• Strong foundational skills in general software engineering.

🏝️ Benefits

• Health insurance

• Flexible working arrangements

• Professional development opportunities

• Equipment allowances