13 Aug
|
Solutions By Text
|
Bengaluru
13 Aug
Solutions By Text
Bengaluru
Position Summary
We are hiring an AI Engineer for our Labs team a fast-moving group that prototypes emerging AI capabilities and takes the most promising ones to production at scale. You will operate at the intersection of research and engineering: turning new papers and ideas into working demos within days, then hardening them into reliable, production-grade systems. The ideal candidate stays on the frontier of AI, is hands-on with the full ML lifecycle, and thrives in ambiguity with a robust bias for action.
Job Specific Duties and Responsibilities
- End-to-end ML ownership: Drive the complete lifecycle data curation, model building, evaluation, deployment, monitoring, and retraining for both predictive and generative AI systems.
- Production-grade MLOps: Build scalable pipelines for training, CI/CD, model registry, A/B testing, drift detection, and automated retraining. Optimize inference for latency, throughput, and cost.
- LLMs and SLMs: Fine-tune and deploy open and closed models using techniques such as LoRA/QLoRA, PEFT, instruction tuning, and preference tuning (RLHF/DPO).
Apply quantization and distillation where needed.
- Agentic systems: Design and productionize agentic frameworks RAG pipelines, tool/function calling, memory, planning loops, and multi-agent orchestration with appropriate guardrails and observability.
- Quality and trust: Build evaluation frameworks (offline + online, including LLM-as-judge and red-teaming). Diagnose and mitigate hallucinations, bias, and drift.
- Rapid innovation: Track SOTA research, prototype quickly, and showcase work through demos and tech talks to internal stakeholders and leadership.
REQUIRED QUALIFICATIONS
- 3+ years of hands-on experience as an AI/ML Engineer or Applied Scientist, with proven production deployments including at least one LLM-based or agentic system taken to production.
- Strong Python skills and solid software engineering fundamentals (version control, testing, design patterns, code reviews).
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📌 AI Engineer (Bengaluru)
🏢 Solutions By Text
📍 Bengaluru