Interview Kickstart has launched its Applied Agentic AI program for data engineers working on large-scale data systems and AI-enabled production environments. The program is designed in response to a clear industry shift: artificial intelligence is no longer limited to isolated models or experimentation, but is increasingly embedded into core data infrastructure through autonomous, agent-driven workflows.
As modern data stacks grow more distributed and complex, the role of the data engineer is evolving. Beyond building pipelines and ensuring data reliability, teams are now exploring agent-based systems that can validate data automatically, trigger downstream workflows, orchestrate multi-step processes, and interact with machine learning models in real time. This shift is creating demand for engineers who understand both traditional data engineering principles and the emerging agentic AI architectures shaping next-generation systems.
The Applied Agentic AI program focuses on practical implementation rather than theory. Participants learn how agent-based systems function within real-world data environments, including how to design multi-agent workflows, integrate large language models with data platforms, and deploy agents that operate within production constraints. The curriculum emphasizes moving from experimentation to dependable, scalable systems that can operate reliably inside existing infrastructure. Additionally, the program reflects the broader industry recognition that agentic AI capabilities will increasingly differentiate data engineers who can bridge infrastructure, automation, and intelligent decision-making systems at scale.
According to Interview Kickstart, the program is led by practitioners with hands-on experience building and maintaining large-scale data and AI systems in production. Instructors bring perspectives from environments where distributed systems, data pipelines, and AI models must work together with high reliability and performance. This practitioner-led approach is intended to help participants understand the architectural trade-offs, operational considerations, and design decisions involved in introducing agentic AI into established data ecosystems.
Hands-on exercises form a central component of the program. Participants work through applied scenarios involving the design, implementation, and evaluation of agent-driven workflows. These exercises address real operational concerns such as observability, fault tolerance, performance optimization, and integration with existing tools and data platforms. The goal is to mirror the types of challenges data engineers face when deploying AI-enabled automation in production settings.
The program is structured to accommodate working professionals, enabling engineers to pursue advanced training while maintaining full-time roles. In addition to technical instruction, mentorship support is provided to help participants align agentic AI skills with long-term career goals and evolving role expectations in data-driven organizations.
As enterprises continue to operationalize AI across business functions, agent-based systems are emerging as a foundational layer within modern data platforms. Programs focused on applied agentic AI aim to equip data engineers with the capabilities needed to design, manage, and scale these systems responsibly and effectively.
To learn more about Interview Kickstart’s Agentic AI offerings, visit: https://interviewkickstart.com/agentic-ai-courses
About Interview Kickstart
Founded in 2014, Interview Kickstart is an upskilling platform focused on helping technology professionals prepare for technical interviews at FAANG and other leading technology companies. With more than 20,000 reported success stories, the organization has built a reputation for structured, role-specific preparation programs across software engineering, machine learning, data science, and emerging AI disciplines.
https://youtu.be/xgdk2z8-G8Q?si=GoqCFq2IxgmYP7eG
Interview Kickstart’s programs are led by a network of 700+ instructors, including hiring managers and senior technology leaders from top-tier companies. The curriculum combines advanced technical instruction, applied problem-solving, and structured mock interviews designed to prepare participants for both competitive hiring processes and long-term career growth in the technology sector.
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For more information about Interview Kickstart, contact the company here:
Interview Kickstart
Burhanuddin Pithawala
+1 (209) 899-1463
aiml@interviewkickstart.com
4701 Patrick Henry Dr Bldg 25, Santa Clara, CA 95054, United States
