Overview
AIQ is an Abu Dhabi based joint venture company between Presight and ADNOC, which focuses on developing artificial intelligence technologies. AIQ develops and commercializes AI products and applications for the energy world. It aims to provide end-to-end solutions by using its data, cloud, and talents to develop AI solutions that reduce costs and generate revenue for clients. AIQ embodies an innovative and entrepreneurial spirit that embraces challenges to push boundaries and welcomes professionals who share the desire to make impactful contributions. Always on the cutting edge of technology, AIQ provides its talent with opportunities to thrive and excel. Working at AIQ involves dealing with massive data sets, an AI infrastructure powered by the latest NVIDIA GPU cloud computing platform, and access to limitless computing, storage, and network resources.
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About the Role
We are seeking a Senior Data Scientist to join our team operating in the Oil and Gas sector, specifically in upstream production modeling and optimization. The role involves working closely with cross-functional teams to analyze data, implement, deploy, and maintain solutions, and deliver actionable recommendations to improve production management and maximize operational performance.
Responsibilities
- Develop next-generation AI-enabled software products for the oil & gas industry
- Formalize Oil & Gas problems into AI problems
- Translate business objectives into actionable analyses and insights
- Contribute to the solution design in collaboration with other data scientists, engineers, and subject matter experts
- Data preparation: Extract, clean, audit, and preprocess data for analysis
- Analyze data quality and develop solutions to data quality issues
- Create large-scale labeled databases leveraging the annotation team
- Conduct analysis and experimentation to enhance trained Large Language Models (LLMs)
- Lead the exploration, design, and implementation of LLM architectures customized for NLP tasks
- Collaborate with cross-functional teams to integrate LLM solutions into software systems
- Stay updated on the latest advancements in NLP and machine learning
- Evaluate and integrate third-party tools, libraries, and frameworks to enhance model capabilities
- Deploy and maintain AI models in production
- Communicate ideas, plans, and results effectively through presentations and reports
Qualifications
- At least 4 years of experience in Natural Language Processing tasks
- Good understanding of large language model architectures
- Experience in data preprocessing for NLP
- Proficiency in transfer learning techniques
- Ability to handle ambiguity and context in text
- Skills in data annotation and evaluation
- Strong background in applied mathematics, algorithms, and coding
- Proficient in machine learning and Python
- Experience with advanced fine-tuning techniques for NLP tasks
- Educational background: Master’s degree or Ph.D. in Computer Science, Applied Mathematics, or related field
