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Agentic Technical Product Delivery Manager @PepsiCo
Product
Salary unspecified
Remote Location
remote India
Job Type full-time
Posted 2mths ago

[Hiring] Agentic Technical Product Delivery Manager @PepsiCo

2mths ago - PepsiCo is hiring a remote Agentic Technical Product Delivery Manager. 💸 Salary: unspecified 📍Location: India

This description is a summary of our understanding of the job description. Click on 'Apply' button to find out more.

Role Description

The Agentic GenAI Technical Product Delivery Manager will focus on the technical development, deployment, and optimization of GenAI solutions, ensuring alignment with business strategies and technological advancements.

  • Develop cutting-edge architectural strategies for Gen AI components and platforms, leveraging advanced techniques such as chunking, Retrieval-Augmented Generation (RAG), AI agents, and embeddings.
  • Balance build versus buy decisions, ensuring alignment with SaaS models and decision trees, particularly for the PepGenX platform.
  • Emphasize low coupling and cohesive model development.
  • Engage in the intricate process of fine-tuning Large Language Models, focusing on instruction fine-tuning and domain adaptation.
  • Fine-tune pre-trained language models, optimize performance, and reduce latency while maintaining high-quality output.
  • Benchmark model performance and iterate based on findings, ensuring models meet accuracy and efficiency standards.
  • Lead working sessions for Arch Alignment, pattern library development, GEN AI Tools Data Architect alignment, and component reuse strategy.
  • Define AI architecture and select suitable technologies, develop code, LLM custom models, and agentic development.
  • Lead the implementation of LLM operations, focusing on optimizing model performance, scalability, and efficiency.
  • Design and implement LLM agentic processes to create autonomous AI systems capable of complex decision-making and task execution.
  • Work closely with data scientists and AI professionals to identify and pilot innovative use cases that drive digital transformation.
  • Gather inputs from various stakeholders to align technical implementations with current and future requirements.
  • Audit AI tools and practices, focusing on continuous improvement of LLM ops and agentic processes.
  • Collaborate with security and risk leaders to mitigate risks such as data poisoning and model theft.
  • Stay updated on AI regulations and map them to best practices in AI architecture and pipeline planning.
  • Apply advanced software engineering and DevOps principles, utilizing tools like Git, Kubernetes, and CI/CD for efficient LLM ops.
  • Spearhead the exploration and application of cutting-edge Large Language Models (LLMs) and Generative AI.
  • Oversee MLOps, automating ML pipelines from training to deployment with a focus on RAG and embedding optimization.
  • Engage in sophisticated model development from ideation to deployment, leveraging advanced chunking and RAG techniques.
  • Proactively reduce biases in model predictions, focusing on fair and inclusive AI systems through advanced debiasing techniques.
  • Design efficient data pipelines to support large language model training and inference.

Qualifications

  • Bachelor’s or master’s degree in computer science, Data Science, or a related technical field.
  • Demonstrated ability to translate complex technical concepts into actionable business strategies.
  • Experience in data-driven decision-making processes.
  • Strong communication skills, with the ability to collaborate effectively with both technical and non-technical stakeholders.
  • Proven track record in managing and delivering AI/ML projects, with a focus on GenAI solutions, in large-scale enterprise environments.
Before You Apply
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Back to Remote jobs  >   Product
Agentic Technical Product Delivery Manager @PepsiCo
Product
Salary unspecified
Remote Location
remote India
Job Type full-time
Posted 2mths ago
Apply for this position Unlock 89,830 Remote Jobs
remote Be aware of the location restriction for this remote position: India
Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more.
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