AI Researcher
We’re looking for an exceptional AI Researcher to join our innovative team focused on advancing the frontiers of large language models (LLMs) and generative AI.
As an AI Researcher at Domyn, you will conduct groundbreaking research to develop and enhance our next-generation AI systems, with a particular focus on language models for complex applications. Your work will directly contribute to our mission of creating intelligent solutions that transform how businesses and individuals interact with information and make decisions.
Key Responsibilities
Conduct cutting-edge research in natural language processing, language models, and generative AI to advance the state-of-the-art in these fields
Design, develop, and implement novel machine learning algorithms and techniques specifically for LLMs
Analyze and interpret complex datasets, particularly in text and language domains
Collaborate with cross-functional teams including engineers, data scientists, and product managers to translate research into practical applications
Stay current with the latest AI research, particularly in LLMs, by reading academic papers, attending conferences, and engaging with the research community
Publish research findings in top-tier academic journals and conferences, enhancing Domyn reputation as a leader in AI research
Develop prototypes to demonstrate the feasibility and potential of new AI approaches
Mentor junior researchers and contribute to the growth of our research team
Contribute to the responsible development of AI by addressing issues of bias, fairness, and transparency in language models
What You Have
PhD in Computer Science, Artificial Intelligence, Machine Learning, or a related field (Master's degree with exceptional research experience will be considered)
Strong publication record in top-tier AI conferences (e.g., NeurIPS, ICML, ACL, ICLR)
Deep understanding of machine learning principles, particularly deep learning and transformer-based architectures
Expertise in large language models, generative AI, and natural language processing
Experience with machine learning frameworks like PyTorch or TensorFlow
Strong programming skills in Python and related ML/data science libraries
Excellent analytical and mathematical skills, including statistics and linear algebra
Experience with large-scale model training and distributed computing
Demonstrated ability to conduct independent research and drive projects from conception to completion
What Would Be Nice to Have
Candidates with experience in relevant software development frameworks and strong problem-solving skills are highly desired. Additional expertise in API development and cloud services will be advantageous.
Experience with financial data, financial language processing, or AI applications in the financial sector
Familiarity with reinforcement learning, particularly RLHF (Reinforcement Learning from Human Feedback)
Experience with multimodal AI systems combining text, images, or other data types
Knowledge of model compression, quantization, and efficient inference techniques
Familiarity with cloud computing platforms (AWS, GCP, Azure)
Strong communication skills with the ability to explain complex technical concepts to both technical and non-technical audiences
Experience with model evaluation, benchmark creation, and performance measurement
Benefits
Compensation
Domyn offers a competitive compensation structure, including salary, performance-based bonuses, and additional components based on experience. All roles include comprehensive benefits as part of the total compensation package.
About Domyn
Domyn is a company specializing in the research and development of Responsible AI for regulated industries, including financial services, government, and heavy industry. It supports enterprises with proprietary, fully governable solutions based on a composable AI architecture - including LLMs, AI agents, and one of the world’s largest supercomputers.
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