Skill diminta
CommunicationMicroservicesPyTorchSQLTensorFlow
Deskripsi
- Gather, analyze, and document business and system requirements.
- Collaborate with stakeholders to understand business processes and identify opportunities for AI-driven solutions.
- Translate business requirements into functional and technical specifications.
- Work closely with software developers, AI/ML engineers, and QA teams throughout the software development lifecycle.
- Evaluate existing systems and recommend improvements using AI technologies.
- Support the integration of AI models, APIs, and automation solutions into enterprise applications.
- Conduct system testing, user acceptance testing (UAT), and defect tracking.
- Create and maintain system documentation, process flows, and user manuals.
- Monitor system performance and recommend enhancements.
- Ensure compliance with security, governance, and data privacy standards.
- Provide user training and post-implementation support.
- 2 years of experience as a System Analyst or Business Analyst in data-driven or AI-based projects.
- Strong understanding of the Machine Learning lifecycle: data preparation, model training, evaluation, and deployment.
- Familiar with LLMs (Large Language Models), Generative AI, and RAG (Retrieval-Augmented Generation) concepts.
- Hands-on experience or solid understanding of AI frameworks/tools such as TensorFlow, PyTorch, Hugging Face, LangChain, OpenAI API, etc.
- Knowledge of API integration, microservices architecture, and data management (SQL/NoSQL).
- Excellent documentation and cross-functional communication skills.
Preferable
- Experience in developing or managing AI-driven applications or intelligent chatbots.
- Understanding of Prompt Engineering and AI Model Evaluation.