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2 Weeks ago

Senior Software Engineer

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Information Technology
Full-Time
PepsiCo

Overview

Overview

  • Develop and implement AI-driven reporting solutions to improve data analytics and business intelligence.
  • Collaborate with cross-functional teams to understand reporting requirements and translate them into technical specifications.
  • Design, develop, and maintain interactive dashboards and reports using tools like Power BI, Tableau, or similar.
  • Integrate AI models and algorithms into reporting solutions to provide predictive and prescriptive insights.
  • Optimize data models and reporting processes for performance and scalability.
  • Conduct data analysis to identify trends, patterns, and insights that can drive business decisions.
  • Ensure data accuracy, consistency, and integrity in all reporting solutions.
  • Stay updated with the latest advancements in AI and reporting technologies and apply them to improve existing solutions.
  • Provide training and support to end-users on how to use and interpret AI-driven reports.
  • Consult with the Data & Analytics team and Reporting Factory developers to build the required data infrastructure needed to host and run Reporting Gen Ai solutions

Responsibilities

  • Develop and implement AI-driven reporting solutions to improve data analytics and business intelligence.
  • Collaborate with cross-functional teams to understand reporting requirements and translate them into technical specifications.
  • Design, develop, and maintain interactive dashboards and reports using tools like Power BI, Tableau, or similar.
  • Integrate AI models and algorithms into reporting solutions to provide predictive and prescriptive insights.
  • Optimize data models and reporting processes for performance and scalability.
  • Conduct data analysis to identify trends, patterns, and insights that can drive business decisions.
  • Ensure data accuracy, consistency, and integrity in all reporting solutions.
  • Stay updated with the latest advancements in AI and reporting technologies and apply them to improve existing solutions.
  • Provide training and support to end-users on how to use and interpret AI-driven reports.
  • Consult with the Data & Analytics team and Reporting Factory developers to build the required data infrastructure needed to host and run Reporting Gen Ai solutions

Qualifications

  • Bachelor’s degree in computer science, Data Science, AI/ML, or a related field.
  • 7-9 years overall experience; 4+ 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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