Technology Innovation Institute

10 months ago

VLM Engineer

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 21 hours agoStatus: Live

Job Summary

Work on the Extreme-Scale Language Model team to advance vision-language and large language model research. Conduct vision model and data ablation studies, collaborate on identifying optimal data types for training, and develop evaluation protocols across benchmarks and real-world scenarios. Help train and optimize models, including integrating LLMs with vision models such as CLIP, using distributed and multi-GPU deep learning practices.

Location: United Arab Emirates

Workplace: Onsite

Employment Type: Full time

Job Function: Data Science & Machine Learning

Key Responsibilities

•Conduct comprehensive ablation studies on vision model components and configurations, and report findings with researchers.
•Perform data ablation studies to identify optimal data types and structures for training vision-language models, including vision-language alignment effects.
•Develop and implement evaluation protocols to assess vision-language model performance across benchmarks and real-world scenarios.
•Engage in model training and optimization, emphasizing integration of LLMs with vision models like CLIP.
•Collaborate with team members on research execution, analysis, and communication of results.

Key Requirements

•PhD degree in deep learning.
•Expertise in machine learning with strong focus on vision-language models and LLMs.
•Strong understanding of model architectures such as CLIP for vision-language tasks.
•Experience with distributed training techniques and multi-GPU optimization.
•Deep learning framework proficiency, e.g., PyTorch, with analytical skills for ablation and evaluation.

Experience:Deep learningVision-language modelsLLMsDistributed trainingResearch

Education:PhD / Doctorate in deep learning

Skills:Analytical skillsCollaborationResearch and developmentEvaluation mindsetData analysis

Tech Stack:PyTorchCLIPLLMsDeep learningDistributed trainingMulti-GPU training

Company Brief

Technology Innovation Institute

Government-backed applied research institute in Abu Dhabi focused on advanced technology development across AI, robotics, quantum, cryptography, autonomous systems, and other deep-tech fields. It collaborates with industry and academia to turn research into practical solutions.

Industry: Scientific Research

Company Size: Enterprise (1,001+ employees)

Growth: Government & Public Sector

Funding: Government Funded

Headquarters: Abu Dhabi, United Arab Emirates

Founded: 2020

Website LinkedIn

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Technology Innovation Institute

10 months ago

VLM Engineer

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 21 hours agoStatus: Live

Job Summary

Location: United Arab Emirates

Workplace: Onsite

Employment Type: Full time

Job Function: Data Science & Machine Learning

Key Responsibilities

•Conduct comprehensive ablation studies on vision model components and configurations, and report findings with researchers.
•Perform data ablation studies to identify optimal data types and structures for training vision-language models, including vision-language alignment effects.
•Develop and implement evaluation protocols to assess vision-language model performance across benchmarks and real-world scenarios.
•Engage in model training and optimization, emphasizing integration of LLMs with vision models like CLIP.
•Collaborate with team members on research execution, analysis, and communication of results.

Key Requirements

•PhD degree in deep learning.
•Expertise in machine learning with strong focus on vision-language models and LLMs.
•Strong understanding of model architectures such as CLIP for vision-language tasks.
•Experience with distributed training techniques and multi-GPU optimization.
•Deep learning framework proficiency, e.g., PyTorch, with analytical skills for ablation and evaluation.

Experience:Deep learningVision-language modelsLLMsDistributed trainingResearch

Education:PhD / Doctorate in deep learning

Skills:Analytical skillsCollaborationResearch and developmentEvaluation mindsetData analysis

Tech Stack:PyTorchCLIPLLMsDeep learningDistributed trainingMulti-GPU training

Company Brief

Technology Innovation Institute

Industry: Scientific Research

Company Size: Enterprise (1,001+ employees)

Growth: Government & Public Sector

Funding: Government Funded

Headquarters: Abu Dhabi, United Arab Emirates

Founded: 2020

Website LinkedIn