Senior - Internal Audit

KPMG entities in India are professional services firm(s). Our professionals leverage the global network of firms, and are conversant with local laws, regulations, markets and competition.

Requirements

• Designing, developing, and deploying AI-driven solutions using Python.
• Developing and deploying Generative AI models for tasks such as text generation, image synthesis, or data augmentation.
• Designing workflows to fine-tune Large Language Models (LLMs) like GPT or BERT for specific use cases.
• Experience with Natural Language Processing (NLP) techniques and libraries such as spaCy, NLTK, or Hugging Face Transformers.
• Proficiency in computer vision techniques and libraries such as OpenCV, TensorFlow, or PyTorch.
• Implementing and optimizing AI algorithms for performance and scalability.
• Knowledge of reinforcement learning and its applications.
• Developing custom API endpoints for model deployment and real-time data processing.
• Ensuring API security and scalability for handling large volumes of requests efficiently.
• Integrating third-party APIs to enhance AI functionality (e.g., speech-to-text, language translation, or image recognition).
• Utilizing deep learning frameworks such as PyTorch or TensorFlow for building neural networks.
• Strong understanding of AI/ML concepts, including frameworks like scikit-learn and TensorFlow.
• Experience with AI model deployment and serving using tools like Docker, Kubernetes, or cloud services (AWS, Azure, GCP).
• Collaborating with data scientists and analysts to integrate machine learning models into production.
• Hands-on experience with Python, knowledge of Data Analytics to proficiently write and optimize scripts.
• Writing complex SQL queries to extract, transform, and analyze data from relational/non-relational databases.
• Proficiency in version control tools such as Git.
• Knowledge of data visualization tools like Power BI for creating dashboards and reports (good to have).
• Exposure to ServiceNow for IT service management and automation (good to have).
• Familiarity with Microsoft Azure cloud services for AI and data processing (good to have).
• Good communication and presentation skills.