Machine Learning Researcher at Astera Institute focusing on data - efficient and general model induction. Collaborating on innovative architectures with a focus on performance and throughput.
About the role
- Data & AI Scientist leveraging cutting-edge AI technologies at Lloyds Banking Group to solve complex business problems. Collaborating closely with engineering and product teams in a hybrid working model.
Responsibilities
- Design and implement solutions using foundation models (e.g., GPT, PaLM, Claude, Gemini) for tasks such as summarization, Q&A, classification, and generation.
- Evaluate model performance, fine-tune pre-trained models, and apply prompt engineering techniques.
- Build and deploy autonomous agents capable of reasoning, planning, and interacting with APIs or tools to complete tasks.
- Develop and deploy supervised and unsupervised ML models using scalable pipelines.
- Integrate ML models into production environments using CI/CD and containerization tools.
- Build robust, modular Python applications for data processing, model training, and inference.
- Collaborate with Machine Learning Engineers to ensure seamless integration of AI solutions.
- Lead code reviews and mentor junior developers on best practices.
- Build and deploy AI/ML solutions on cloud platforms, with a preference for GCP.
- Use cloud-native tools for data storage, model training, and orchestration (e.g., Vertex AI, BigQuery, Cloud Functions).
Requirements
- Master’s or PhD in Computer Science, AI, Data Science, or a related field or equivalent experience.
- 3 or more years of experience in data science or AI roles, with hands-on experience in foundation models and agent-based systems.
- Proficiency in Python and ML frameworks (e.g., PyTorch, TensorFlow, Hugging Face Transformers).
- Experience with LangChain, AutoGen, or similar agentic frameworks.
- Strong understanding of cloud platforms (GCP preferred).
- Excellent communication and leadership skills.
Benefits
- A generous pension contribution of up to 15%
- An annual performance-related bonus
- Share schemes including free shares
- Benefits you can adapt to your lifestyle, such as discounted shopping
- 30 days’ holiday, with bank holidays on top
- A range of wellbeing initiatives and generous parental leave policies
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