Remote AI Research Engineer – UK Based Role
Prolific
United Kingdom Full-time posted 2 days ago in I.T. & Communications-
Job ID 2764069
Job Description
At Prolific, we are more than just a participant in the AI industry; we are pioneering the human data infrastructure that is revolutionizing the future of AI development. In an environment where foundational AI technologies are becoming commoditized, the distinctiveness and richness of human-generated data set us apart and enhance the value of our products and models.
The Opportunity
We are on the lookout for a forward-thinking Research Engineer to engage in transformative research across vital AI domains, focusing on evaluation methodologies rooted in human data, alignment strategies, and the generation of synthetic data. You will play a crucial role in connecting the latest advancements in AI research to actionable applications, facilitating the transition from innovative theories to practical products and services. In line with our dedication to advancing the broader AI community, you will have the opportunity to publish papers that contribute to the field, ensuring your work significantly influences the evaluation and enhancement of AI systems through exceptional human data.
Key Responsibilities
- Initiate and lead independent research projects in areas such as AI evaluation methodologies, alignment strategies, and synthetic data generation
- Craft and implement groundbreaking evaluation frameworks for large language models (LLMs) and intelligent agent systems that emphasize human data
- Enhance the academic dialogue in AI through scholarly publications and contributions to open-source initiatives
- Stay ahead of the curve in AI research, driving innovative strategies to address significant challenges within the discipline
Technical Implementation
- Design and execute robust experiments aimed at analyzing AI models and systems using rigorous methodologies
- Create scalable frameworks for systematic evaluation of model behaviors and capabilities
- Develop tools and frameworks that turn research findings into tangible applications
- Establish infrastructure to facilitate large-scale research experiments as needed
- Leverage your expertise in model fine-tuning, optimization techniques, distillation, and other ML engineering practices to fulfill research objectives
Cross-Functional Collaboration
- Partner closely with machine learning engineers, data scientists, and product teams to translate research insights into actionable applications
- Guide and mentor team members on advanced AI topics and emerging research trends
- Clearly communicate intricate technical concepts to a variety of stakeholders
Your Background
- Minimum of 5 years of engineering experience with a strong focus on AI/ML
- Proven research expertise demonstrated through publications, open-source contributions, or impactful projects
- Solid engineering foundation with practical experience deploying AI systems in production environments
- Comprehensive knowledge of LLM evaluation methodologies, alignment strategies, and model optimization techniques
- Proficiency in model fine-tuning, adapters, quantization, and distillation frameworks
- Self-driven with the ability to identify and pursue research avenues independently
- Strong grasp of contemporary challenges in AI safety, reliability, and alignment
- Excellent communication skills, capable of elucidating complex research concepts
- Enthusiasm for staying updated on the fast-evolving AI research landscape
Why Join Prolific?
We’ve created a unique platform that connects researchers and companies with an international cohort of participants, allowing for the collection of high-quality, ethically sourced human behavioral data and feedback. This data serves as the foundation for developing more precise, nuanced, and aligned AI systems.
We believe that the next significant breakthrough in AI capabilities won’t solely stem from scaling existing models but from incorporating diverse human perspectives and behaviors into AI advancement. By offering this essential human data infrastructure, Prolific is at the forefront of the upcoming wave of AI innovation—one that truly represents the breadth and richness of human experience.
Joining us places you at the cutting-edge of AI innovation, providing access to our distinct human data platform and opportunities for pioneering research. Enjoy a competitive salary and benefits in a remote-working environment that fosters a mission-driven culture.
By applying, you consent to Prolific collecting your personal data for recruitment and global organizational planning purposes. Prolific’s Candidate Privacy Notice outlines what personal information we may process, where we may process it, the purposes for processing, and your rights regarding your information.
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