AI Researcher

March 21

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iGenius

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iGenius is a company specializing in artificial intelligence solutions, providing AI-powered decision intelligence tools for businesses. Their offerings include one of the world's largest AI supercomputers and a range of custom AI solutions designed to enhance data analysis and business growth. iGenius collaborates with renowned companies like NVIDIA and Microsoft to develop AI solutions that meet regulatory requirements for mission-critical use cases, especially in regulated industries. They aim to make data more accessible and empower organizations through advanced AI technologies.

Augmented Analytics • Conversational Analytics • NLQ • Artificial Intelligence

51 - 200 employees

🤖 Artificial Intelligence

🤝 B2B

🏢 Enterprise

📋 Description

• 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 iGenius, 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. • 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 iGenius 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.

🎯 Requirements

• 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. • 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

• iGenius 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.