20 Aug
|
Codemonk
|
Bengaluru
20 Aug
Codemonk
Bengaluru
About The Role
We're hiring an AI Engineer for our Labs team, a fast-moving group that prototypes emerging AI/ML capabilities and takes the most promising ones to production at scale. You'll work across both traditional machine learning and generative AI, turning ideas into working demos within days and hardening them into reliable, production-grade systems. Ideal candidates are equally comfortable building a classical predictive model and architecting an LLM-powered agentic system.
What You'll Do
Own the complete ML lifecycle, including data curation, feature engineering, model building, evaluation, deployment, monitoring, and retraining, for both predictive ML and generative AI systems
Build and tune classical ML models (regression, classification, ensemble methods, time series forecasting) alongside deep learning and transformer-based systems
Build scalable pipelines for training, CI/CD, model registry, A/B testing, drift detection, and automated retraining; optimize inference for latency, throughput, and cost
Fine-tune and deploy LLMs/SLMs using LoRA/QLoRA, PEFT,
instruction tuning, and preference tuning (RLHF/DPO); apply quantization and distillation
Design and productionize agentic systems, including RAG pipelines, tool/function calling, memory, planning loops, and multi-agent orchestration, with guardrails and observability
Build evaluation frameworks (offline and online, LLM-as-judge, red-teaming) and traditional ML evaluation (cross-validation, ROC-AUC, precision/recall); diagnose and mitigate hallucinations, bias, and drift
Track SOTA research across both ML and GenAI, prototype quickly, and present demos/tech talks to stakeholders and leadership
What We're Looking For
3+ years as an AI/ML Engineer or Applied Scientist, with proven production deployments spanning both traditional ML models and at least one LLM-based or agentic system
Robust Python and software engineering fundamentals (version control, testing, design patterns, code review)
Solid grou
📌 AI/ML Engineer (Bengaluru)
🏢 Codemonk
📍 Bengaluru