Nervesparks is an AI-first technology company operating at the intersection of applied machine learning research and production-grade engineering. We build intelligent systems that operate at scale — systems that reason, adapt, act, and improve over time. Our engineering culture is defined by depth, rigour, and a genuine commitment to understanding what we build, not just shipping it.
At this stage of our growth, we are looking for experienced Data and AI/ML engineers who can operate with significant autonomy — engineers who have navigated the full complexity of a machine learning system in production, who understand the gap between a working model and a reliable product, and who can lead technical decisions while continuing to contribute hands-on.
THE PROSPECT
This is a senior individual contributor role for an engineer with 3–4 years of hands-on experience in applied machine learning and data-intensive systems. You will own the design and delivery of complex Data and AI/ML pipelines — including agentic AI systems, end-to-end ML pipelines, and large-scale data infrastructure — and will be expected to raise the technical bar of the team around you.
You are not here to execute a spec. You are here to define the right approach, challenge assumptions, build what works in production, and mentor the engineers around you as the team scales.
WHAT YOU WILL DO
Agentic AI Systems
› Architect, build, and maintain agentic AI systems — multi-step, tool-using, goal-directed agents capable of reasoning, planning, and taking autonomous action in complex environments.
› Design and implement agent orchestration frameworks: task decomposition, tool integration, memory management (short-term and long-te