Data Scientist
takeda
Job Description
- Act as the technical developer for building agentic UI experience for our commercial and medical users
- Clarification of technical details in backlog items and technical design and build of backlog items.
- Set standards & best practices within capability, and encourage adherence to those.
- Proactively address any risks & issues together with the team, and raise to program/portfolio oversight, as required
- Ensure appropriate level of technical documentation.
- Cross-pollination of applicable standards & practices between teams.
- Discussion on business requirements with stakeholders.
- Pro-active suggestions of new features or tools.
- Alignment & communication with other service lines on overarching practices & approaches.
- Ensure re-useability of features within business functions.
- Build and optimize generative AI applications using models like GPT, LLaMA, Gemini, OpenAI or custom models
- Create effective prompts and fine-tune models for specific domains, ensuring high accuracy and relevance.
- Develop APIs, microservices, and integrate generative AI models into production environments.
- Collect, clean, and preprocess datasets for model training and evaluation.
- Conduct experiments with various model architectures, hyperparameters, and training strategies to enhance performance.
- Work closely with product managers, data scientists, and engineers to define requirements and deliver AI-powered solutions.
- Implement AI governance, bias detection, and responsible AI practices in accordance with ethical and regulatory standards.
- Keep up with the latest research and advancements in generative AI, NLP, and multimodal AI technologies.
- Should understand capabilities of salesforce agentforce and datacloud.