‒ Design and build AI solutions
across a range of business problems, choosing the right approach for each:
document and image extraction or classification, predictive models, workflow
automation, LLM-based agents and more.

‒ Apply AI engineering best
practices across every project: prompt design, retrieval strategies, evaluation
frameworks, regression testing and version control for models and prompts.

‒ Set and enforce model
governance standards: approval workflows, risk and bias assessment, and
documentation for every model promoted to production.

‒ Build observability into every
AI system: logging, tracing and monitoring for inputs, outputs, latency and
failure modes, so issues surface before they reach the business.

‒ Own token economics and compute
cost across LLM-based and other AI systems: track cost per request, choose the
right model size for each task, and balance accuracy against spend.

‒ Build and maintain a dashboard
that tracks the metrics that matter, such as accuracy, latency, cost,
throughput, drift and error rate, across every AI system in production.





‒ Evaluate and select the right
AI approach for each problem, whether that is an LLM, a classical machine
learning model, computer vision or a mix, based on what the problem actually
needs rather than what is fashionable.

‒ Mentor engineers on AI
engineering practices, and build a shared standard for how the team designs,
tests and ships AI systems.

‒ Explain what an AI system can
and cannot do, in plain terms, to non-technical stakeholders and leadership, so
expectations stay realistic.

‒ Track recent AI and machine
learning techniques, and test them against real business needs rather than
adopting them for their own sake.

What You Bring

‒ 8+ years of software
engineering experience, including 3+ years focused on applied AI or machine
learning in production.

‒ Hands-on experience building
and deploying a range of AI solutions, such as document or image extraction and
classification, predicti

📌 Engineering Lead (Hyderabad)
🏢 AlgoLeap Technologies
📍 Hyderabad