Title: Technical Specialist-App Development
Area(s) of responsibility
6+ years of experience in Generative AI, focusing on LLMs, NLP techniques, and financial applications.
Experience:
- Proficiency in GenAI frameworks like LangChain, LlamaIndex, Hugging Face, etc.
- Strong understanding of Generative AI deployment strategies, including pilot programs, technical assessments, and governance planning.
- Expertise in GenAI Ops: managing the lifecycle of Generative AI models, including model deployment, monitoring, versioning, and optimization.
- Hands-on experience in Retrieval-Augmented Generation (RAG) to connect generative models to external data sources for improved performance and accuracy.
- Understanding of financial datasets and use cases, including financial reporting, risk management, and fraud detection.
- Proficiency in Python, with deep knowledge of machine learning frameworks (e.g., TensorFlow, PyTorch, scikit-learn, pandas, NumPy).
- Familiarity with cloud-based platforms like AWS, Azure, or Google Cloud for AI model deployment.
- Knowledge of MLOps,GenAIOps practices, including version control, experiment tracking, and model monitoring.
- Strong communication skills, with the ability to explain complex AI concepts to non-technical stakeholders.
- Analytical mindset with a focus on innovation and solving complex financial problems using AI.