We are sharing a specialised opportunity for advanced biology researchers and graduate-level experts to contribute to large language model evaluation and training through challenging scientific problem design, rigorous reasoning, and high-quality solution development.
Selected professionals will design and solve complex biology problems, develop structured step-by-step explanations, identify areas where advanced AI systems struggle, and collaborate with research teams on evaluation strategies and benchmarks spanning undergraduate through doctoral-level biology.
Key Responsibilities
Biology Problem Development
- Design challenging problems across advanced biology domains
- Create tasks that probe limitations in scientific reasoning
- Develop questions requiring conceptual abstraction and multi-step analysis
- Incorporate data interpretation and biological problem-solving where appropriate
- Maintain suitable difficulty across undergraduate through PhD-level topics
Scientific Reasoning & Solution Development
- Solve complex biology problems accurately and efficiently
- Produce clear and rigorous step-by-step solutions
- Explain assumptions and intermediate reasoning explicitly
- Apply structured scientific reasoning to challenging biological questions
- Present conclusions in a format suitable for evaluation and review
Model Evaluation & Error Analysis
- Evaluate how language models perform on biology-focused tasks
- Identify recurring weaknesses in conceptual understanding
- Analyse errors involving abstraction, multi-step reasoning, and data interpretation
- Distinguish factual mistakes from reasoning or interpretation failures
- Provide structured observations to support model improvement
Benchmark & Evaluation Design
- Contribute to new biology evaluation benchmarks
- Align problem design with specific research objectives
- Develop tasks spanning different levels of scientific complexity
- Refine evaluation criteria based on observed model behaviour
- Support consistent assessment across advanced biology domains
Research Collaboration & Technical Communication
- Collaborate remotely with researchers and technical contributors
- Explain complex biological concepts in clear and accessible language
- Provide constructive feedback and detailed annotations
- Communicate analytical findings in a structured format
- Work independently while maintaining reliable project delivery
Ideal Profile
- Currently pursuing or holding a Master's, Ph.D., or postdoctoral position in Biology or a related field
- Relevant backgrounds may include Biotechnology or Biochemistry
- Expertise may include molecular and cellular biology, microbiology, biochemistry, physiology, neuroscience, developmental biology, evolutionary biology, environmental biology, or plant biology
- Strong analytical and research capabilities
- Ability to solve complex biological problems using a structured approach
- Strong foundation in advanced biological concepts
- Ability to break difficult concepts into clear explanations
- Comfortable with conceptual abstraction and multi-step reasoning
- Strong data-interpretation and scientific problem-solving skills
- Ability to provide detailed annotations and constructive feedback
- Creative and lateral thinking abilities
- Excellent written English communication
- Strong remote collaboration skills
- Self-motivated and able to work independently
- Reliable desktop or laptop setup with a stable internet connection
- Ability to explain biology concepts using simple language, visuals, and simulations where appropriate
Engagement Details
- Contractor assignment / freelance engagement
- Fully remote
- Source materials describe the opportunity as full-time, while the formal engagement type is contractor/freelancer
- Work will involve biology problem design, solution development, model evaluation, and benchmark creation
- Projects may span molecular biology, cellular biology, microbiology, biochemistry, physiology, neuroscience, developmental biology, evolutionary biology, environmental biology, and related disciplines
- Evaluation may cover biology topics ranging from early undergraduate through PhD level
- Collaboration will involve research teams working on advanced language-model evaluation
- Contract extension may be available depending on performance and project requirements
- No medical or paid-leave benefits are included under the stated contractor arrangement
- Work must be completed without using confidential, proprietary, unpublished research, restricted datasets, or otherwise protected information belonging to any employer, laboratory, university, research group, client, or other third party
About the Platform
This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.
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