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Role - Lead AI Engineer
Location - Bangalore (onsite)
About the Role
As a core member of the AI Research team you'll turn cutting-edge, vision-language and diffusion advances into robust real-time systems that see reason and act on dynamic construction sites.
Key Responsibilities
-Research & innovate diffusion-based generative models for photorealistic wall-surface simulation, defect synthesis and domain adaptation.
-Architect and train Vision-Language Models (VLMs) and Vision-Language Action Models (VLA) objectives that connect textual work orders, CAD plans and sensor data to pixel-level understanding.
-Lead development of auto-annotation pipelines (active learning, self-training, synthetic data) that scale to millions of frames and point-clouds with minimal human effort.
-Optimize and compress models (INT8, LoRA, distillation) for deployment on Jetson-class edge devices under ROS 2.
-Own the full lifecycle—problem definition, literature review, prototyping, offline/online evaluation and production hand-off to perception & controls teams.
-Publish internal tech reports and external conference papers; mentor interns and junior engineers.
Requirements
Qualifications & Skills
-8+ years in deep-learning R&D or Ph.D./M.S. in CS, EE, Robotics or related field with strong publication record.
-Demonstrated expertise in diffusion models (DDPM, LDM, ControlNet) and multimodal transformers / VLMs (CLIP, BLIP-2, LLaVA, Flamingo).
-Proven success building large-scale data-centric AI workflows—active learning, pseudo-labeling, weak supervision.
-Advanced proficiency in Python, PyTorch (or JAX), experiment tracking and scalable training (PyTorch Lightning, DeepSpeed, Ray).
-Familiarity with edge-AI runtimes (TensorRT, ONNX Runtime), and CUDA / C++ performance tuning.
-Strong mathematical foundation (probability, information theory, optimization) and ability to translate theory into production code.
-Bonus: experience with synthetic data generation in Isaac Sim or robotics perception stacks (ROS2, Nav2, MoveIt 2, Open3D).
Job ID: 150847805
Skills:
snowflake , Sql, Git, Gcp, Docker, FastAPI, Azure, Python, AWS, CrewAI, LangChain, LLMs, Semantic Kernel, LangGraph, Dataiku, LlamaIndex
Skills:
Java, Rust, Apis, Python, JSON document parsing, data pipelines, Go, advanced agentic techniques, prompt engineering, LLM APIs, RAG pipelines, ETL pipelines
Skills:
Jax, Pytorch, Python, Cuda, TensorRT, flamingo, Ray, CLIP, MoveIt 2, VLMs, LDM, ROS2, deep-learning, LLaVA, DDPM, DeepSpeed, BLIP-2, controlnet, multimodal transformers, PyTorch Lightning, Nav2, Open3D, ONNX Runtime, synthetic data generation, diffusion models
Skills:
Machine Learning, Natural Language Processing, Deep Learning, Tensorflow, Autoencoders, Pytorch, Python, Computer Vision, Generative AI, Fine-tuning mechanisms, Adapter training, Multi-task learning, Generative modeling techniques, Hyperparameter Optimization, Transformer architectures, diffusion
Skills:
Github, Datadog, New Relic, Azure Functions, Docker, FastAPI, Python, Azure DevOps, LangChain, Pinecone, Azure OpenAI, Azure Container Apps, Semantic Kernel, AutoGen, OpenTelemetry, FAISS, Azure AI Studio, Azure AI Search, Application Insights, Azure Monitor, Weaviate
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