Senior Multimodal AI Scientist — Vision & Sensor Systems

L&T Technology Services; Santa Clara (CA); Presencial; USD 180 000 - 240 000; Tempo integral

Resumo da oferta

L&T Technology Services is seeking a Multimodal AI Scientist in Santa Clara to bridge foundation-model research and production engineering across vision, language, and sensor data.

You will design, train, and deploy multimodal models for engineering drawings, inspection imagery, and IoT telemetry, collaborating with Robotics, CV, and LLM teams to build reusable assets and pipelines. 8–15 years of ML/AI experience, PhD preferred, with publications a plus.

Qualificações

• Master's or PhD in CS/AI/ML/EE; PhD preferred.
• 8–15 years in ML/AI with at least 4 years in multimodal, vision-language, or foundation-model work.
• Deep expertise in transformers, diffusion models, contrastive learning, and cross-attention fusion.
• Strong Python with PyTorch, JAX, or Hugging Face; distributed GPU training on Azure, AWS, or GCP; familiarity with RAG and multimodal retrieval.
• Publications at NeurIPS, ICML, ICLR, CVPR, or ACL are a plus.

Responsabilidades

• Design, train, and adapt vision-language and sensor-fusion models for engineering drawings, inspection imagery, P&IDs, video, and IoT telemetry.
• Partner with business units on high-value use cases, such as visual inspection with natural-language reporting, drawing understanding, and digital twin enrichment.
• Take proofs of concept through pilot to production, with defined success metrics and quantified business impact.
• Define data collection and annotation strategies, and build scalable pipelines for video, point clouds, and sensor streams.
• Set benchmarks for accuracy, robustness, hallucination, and safety, and optimize models for latency and edge deployment.
• Mentor engineers, contribute to the CoE repository, and publish papers or file patents.

Conhecimentos

Python

PyTorch

JAX

Hugging Face

GPU training

Multimodal ML

Vision-Language

Transformers

Diffusion models

Cross-attention fusion

Formação académica

Master's or PhD in CS/AI/ML/EE

Ferramentas

Azure

AWS

GCP

Hugging Face

PyTorch

Descrição da oferta de emprego

L&T Technology Services is seeking a Multimodal AI Scientist in Santa Clara to bridge foundation-model research and production engineering across vision, language, and sensor data.

You will design, train, and deploy multimodal models for engineering drawings, inspection imagery, and IoT telemetry, collaborating with Robotics, CV, and LLM teams to build reusable assets and pipelines. 8–15 years of ML/AI experience, PhD preferred, with publications a plus.