PepsiCo

Overview

• Build High complex Reporting Gen Ai solutions, by integrating with the PEPGENX Platform
• Integrate AI models and algorithms into reporting solutions to provide predictive and prescriptive insights.
• Optimize LLM, data models and reporting processes for performance and scalability
• Ensure LLM Models are grounded through Prompt Engineering, RAG & Other methods
• Build or Modify Orchestration layers as needed
• Apply Evaluation Techniques to validate LLM's accuracy
• Ensure data/model accuracy, consistency, and integrated in all reporting solutions.
• Conduct Various Tests like: SIT, UAT & More, fix all the bugs or issues identified
• Perform Code Scan and fix any anomalies identified during the scan
• Collaborate with cross-functional teams to understand reporting requirements and translate them into technical specifications
• Stay updated with the latest advancements in GenAi and reporting technologies and apply them to improve existing solutions

Responsibilities

• Build High complex Reporting Gen Ai solutions, by integrating with the PEPGENX Platform
• Integrate AI models and algorithms into reporting solutions to provide predictive and prescriptive insights.
• Optimize LLM, data models and reporting processes for performance and scalability
• Ensure LLM Models are grounded through Prompt Engineering, RAG & Other methods
• Build or Modify Orchestration layers as needed
• Apply Evaluation Techniques to validate LLM's accuracy
• Ensure data/model accuracy, consistency, and integrated in all reporting solutions.
• Conduct Various Tests like: SIT, UAT & More, fix all the bugs or issues identified
• Perform Code Scan and fix any anomalies identified during the scan
• Collaborate with cross-functional teams to understand reporting requirements and translate them into technical specifications
• Stay updated with the latest advancements in GenAi and reporting technologies and apply them to improve existing solutions

Qualifications

• Master’s degree in computer science or data science or AI/ML, or a related field.
• 8-11 years overall experience; 6+ years of professional experience working directly on the design, development and rollout of AI/ML/GenAi Solutions
• Proven experience in developing AI-driven reporting solutions.
• Experience with AI and machine learning frameworks like TensorFlow, PyTorch, or similar.
• Proficiency in programming languages such as Python, R, or SQL.
• Strong analytical and problem-solving skills.
• Excellent communication and collaboration skills.
• Ability to work independently and as part of a team.
• Experience with Azure cloud platforms like, AWS, or Google Cloud is a plus.
• Experience / involvement in organization wide digital transformations preferred
• Knowledge of natural language processing (NLP) and its application in reporting.
• Experience with big data technologies like Hadoop, Spark, or similar.
• Familiarity with data warehousing concepts and tools.
• Understanding of business intelligence and data analytics best practices.