![EPS CONSULTANTS PTE LTD](https://media.trabajo.org/img/noimg.jpg)
Senior AI Model Architect
4 weeks ago
Salary up to S$200,000 per annumLocation: Pasir PanjangResponsibilities:
- Oversee the implementation and enhancement of distributed training methods across multi-GPU and multi-node environments.
- Apply advanced optimization techniques (e.g., SGD, Adam, Adagrad) to accelerate learning processes while ensuring model accuracy.
- Lead initiatives in model compression, pruning, and quantization to reduce model size and boost computational efficiency.
- Innovate in knowledge distillation to transfer learning from larger models to more efficient, smaller models.
- Optimize resource utilization through micro-tuning strategies, such as prompt-based tuning and parameter-efficient methods.
- Implement mixed precision training and hardware-specific optimizations (e.g., CUDA, Tensor Cores) to maximize hardware acceleration.
- Manage hyperparameter tuning using automated tools to achieve optimal model configurations.
- Collaborate with cross-functional teams to apply large model technology to real-world business applications, integrating cutting-edge research into production systems.
- Design and optimize large language models, develop fine-tuning strategies, and streamline training processes.
- Explore and implement deep learning architectures like Seq2Seq and Transformer, including advanced techniques such as Fine-tuning, Prompt Engineering, and Soft Prompting (SFT).
- Develop systems for efficient model training and deployment, involving data preprocessing, parallel training, and resource management.
- Establish performance evaluation systems and monitor training metrics to ensure high model quality and efficient iterations.
- Bachelor’s degree or higher in Computer Science, Artificial Intelligence, Mathematics, or a related field.
- Minimum of 5 years of experience in AI, with at least 3 years focused on large-scale language model development and optimization, with proven successful projects.
- Proficient in deep learning theories, experienced with PyTorch and TensorFlow, and skilled in model fine-tuning and SFT.
- Strong skills in algorithm design and optimization, with experience in large-scale data processing and high-performance computing.
- Demonstrated leadership, teamwork, communication, and project management abilities, with the capability to track international research trends and drive innovation.
HOW TO APPLY:
Interested applicants, please submit your updated resume in PDF/MS Word format to brandon@eps.com.sg
Please state your availability, current & expected salaries for processing purpose.
All applications will be treated in the strictest confidence.
We regret that only shortlisted candidates will be notified.
Brandon Lim | EA Registration No: R21102894
EPS Consultants Pte Ltd| 95C5630
Tell employers what skills you have
TensorFlow
Compression
Leadership
Hardware
Architect
Architectural
Mathematics
Artificial Intelligence
Architects
Tuning
PyTorch
Project Management
CUDA
Artificial Intelligence Application
Algorithm Design
Resource Management
Systems Design
-
Senior AI Model Architect
2 weeks ago
Singapore PARADIGM RECRUITMENT PTE. LTD. Full timeRoles & ResponsibilitiesHighlights:High remuneration package Hybrid Role Flexible working hours Supportive environment for Collaboration and Career Growth Willingness to provide visa sponsorship for the right candidateJob Responsibilities:Lead the development and optimization of distributed training techniques across multi-GPU and multi-node environments,...
-
Senior Model Architect
4 weeks ago
Singapore UMILIFE (SINGAPORE) PTE. LTD. Full timeRoles & ResponsibilitiesWe are Generative AI team under Monetization Technology. Our team focuses on developing cutting-edge Generative AI techs across all modalities, including text, image, videos, landing pages, etc., and creates industry-leading technical solutions to improve creative efficiency for advertisers, agencies and creators. We are committed to...
-
Senior Model Architect
2 weeks ago
Singapore UMILIFE (SINGAPORE) PTE. LTD. Full timeRoles & ResponsibilitiesWe are Generative AI team under Monetization Technology. Our team focuses on developing cutting-edge Generative AI techs across all modalities, including text, image, videos, landing pages, etc., and creates industry-leading technical solutions to improve creative efficiency for advertisers, agencies and creators. We are committed to...
-
Architect - Gen AI
2 months ago
Singapore Cognizant Technology Solutions Full timeRole: Architect - Gen AILocation: SingaporeSummary of RoleThis role will be responsible for leading the practice's ambitious growth initiative with our most strategic cloud partner –Azure, AWS, GCP. This opportunity is scoped for high performing, high potential subject matter experts who are self-directed, entrepreneurial, highly collaborative, organized,...
-
Architect - Gen AI
4 weeks ago
Singapore Cognizant Technology Solutions Full timeRole: Architect - Gen AILocation: SingaporeSummary of RoleThis role will be responsible for leading the practice's ambitious growth initiative with our most strategic cloud partner –Azure, AWS, GCP. This opportunity is scoped for high performing, high potential subject matter experts who are self-directed, entrepreneurial, highly collaborative, organized,...
-
Assistant Ai Architect
2 weeks ago
Singapore Mediacorp Pte. Ltd. Full timeCOMPANY DESCRIPTIONMediacorp is Singapore's largest content creator and national media network, operating a suite of TV channels, radio stations, and multiple digital platforms. Its mission is to engage, entertain, and enrich audiences by harnessing the power of creativity.DESIGNATION :Assistant AI ArchitectRESPONSIBILITIESWe are looking for an AI Architect...
-
Senior AI Model Architect
4 weeks ago
Singapore PARADIGM RECRUITMENT PTE. LTD. Full timeRoles & ResponsibilitiesHighlights: High remuneration package Hybrid Role Flexible working hours Supportive environment for Collaboration and Career Growth Willingness to provide visa sponsorship for the right candidateJob Responsibilities: Lead the development and optimization of distributed training techniques across multi-GPU and multi-node...
-
Assistant Ai Architect
2 weeks ago
Singapore Mediacorp Pte. Ltd. Full timeFull TimeExecutiveBachelor's Degree or equivalentSingapore |Closing On 28 Jun 2024HybridAbout Us:Mediacorp is Singapore's largest content creator and national media network, operating a suite of TV channels, radio stations, and multiple digital platforms. Its mission is to engage, entertain, and enrich audiences by harnessing the power of creativity.We are...
-
Technology Consulting, Manager
3 weeks ago
Singapore Kpmg Services Pte. Ltd. Full timeKPMG in Singapore is part of a global organization of independent professional services firms providing Audit, Tax and Advisory services. We operate in 143 countries and territories with more than 273,000 partners and employees working in member firms around the world. Each KPMG firm is a legally distinct and separate entity and describes itself as such....
-
Technology Consulting, Manager
1 month ago
Singapore KPMG SERVICES PTE. LTD. Full timeRoles & ResponsibilitiesKPMG in Singapore is part of a global organization of independent professional services firms providing Audit, Tax and Advisory services. We operate in 143 countries and territories with more than 273,000 partners and employees working in member firms around the world. Each KPMG firm is a legally distinct and separate entity and...
-
Senior Model Architect
2 months ago
Singapore BRIGHTOIL PETROLEUM (S'PORE) PTE. LTD. Full timeRoles & ResponsibilitiesJob Scopes:• Drive the implementation and refinement of distributed training strategies across multi-GPU and multi-node environments.• Apply advanced optimization algorithms and their variants (e.g., SGD, Adam, Adagrad) to accelerate learning processes while maintaining model accuracy.• Lead initiatives in model compression,...
-
Senior Model Architect
4 weeks ago
Singapore MARINE ONLINE (SINGAPORE) PTE. LTD. Full timeRoles & ResponsibilitiesDescriptions: Drive the implementation and refinement of distributed training strategies across multi-GPU and multi-node environments. Apply advanced optimization algorithms and their variants (e.g., SGD, Adam, Adagrad) to accelerate learning processes while maintaining model accuracy. Lead initiatives in model compression,...
-
Senior Model Architect
2 months ago
Singapore MARINE ONLINE (SINGAPORE) PTE. LTD. Full timeRoles & ResponsibilitiesJob Scopes:• Drive the implementation and refinement of distributed training strategies across multi-GPU and multi-node environments.• Apply advanced optimization algorithms and their variants (e.g., SGD, Adam, Adagrad) to accelerate learning processes while maintaining model accuracy.• Lead initiatives in model compression,...
-
Senior Model Architect
2 weeks ago
Singapore PROSPECT CONSULTING SERVICES PTE. LTD. Full timeThis role reports to the CTOWorking hours: 9am - 530pmJob Scopes: Drive the implementation and refinement of distributed training strategies across multiGPU and multinode environments. Lead initiatives in model compression, pruning, and quantization techniques to reduce model footprint and enhance computational efficiency. Innovate in knowledge distillation...
-
Ai Researcher
2 weeks ago
Singapore ANTCHAIN TECHNOLOGY PTE. LTD. Full timeJob Description: Plan and lead the development of new and advanced data analytic techniques, methodologies and analytical solutions from design, prototyping, and testing. Identify and develop core data and AI science components for the delivery of projects, architect specialised database and computing environments, explore and visualise complex data set to...
-
Ai/ml Solution Architect
3 months ago
Singapore NVIDIA Full timeDo you want to be part of the most influential Artificial Intelligence (AI) organizations in the world? We are looking for an outstanding Data Scientist to join the NVIDIA Professional Services team. In this role, you will apply your expertise in one or more of these areas: Machine Learning, Natural Language Processing, Automatic Speech Recognition or...
-
Ai/ml Solution Architect
4 weeks ago
Singapore NVIDIA Full timeDo you want to be part of the most influential Artificial Intelligence (AI) organizations in the world? We are looking for an outstanding Data Scientist to join the NVIDIA Professional Services team. In this role, you will apply your expertise in one or more of these areas: Machine Learning, Natural Language Processing, Automatic Speech Recognition or...
-
AI Workflow Automation Specialist
1 month ago
Singapore ACCEL AI PTE. LTD. Full timeRoles & ResponsibilitiesRevolutionize insight extraction by combining Zapier automation and ChatGPT's NLP prowess. Architect cutting-edge solutions seamlessly analyzing output emails. Translate client needs into tailored workflows, optimizing offerings through compelling demos. Spearhead AI automation innovation, gaining invaluable expertise as a...
-
Ai Engineer
2 weeks ago
Singapore Bifrost AI Full timeAt Bifrost, we believe that autonomous systems and computer vision have the opportunity to drastically improve the quality of life for billions of people.This is why we love what we do: enabling AI developers to build safer, better systems in a fraction of the time.We're helping unlock new capabilities previously thought impossible to do at scale - landing...
-
Ai/ml Solution Architect
3 months ago
Singapore NVIDIA Full timeDo you want to be part of the most influential Artificial Intelligence (AI) organizations in the world? We are looking for an outstanding Data Scientist to join the NVIDIA Professional Services team.In this role, you will apply your expertise in one or more of these areas: Machine Learning, Natural Language Processing, Automatic Speech Recognition or...