Noida, Uttar Pradesh, India
Information Technology
Other
PepsiCo
Overview
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
- 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
- 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.
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