Member of Engineering (Post-training)
New
P
PoolsideArtificial General Intelligence
Remote (EMEA/East Coast)Full-TimeMiddle
Salary not disclosed
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Job Details
- Required Skills
- PythonMachine LearningPyTorchLinuxDeep Learning
Requirements
- Experience with Large Language Models (LLM)
- Deep knowledge of Transformers
- Strong deep learning fundamentals
- Good taste in data
- Post-training experience with LLMs
- Extensively used and probed LLMs, familiarity of their capabilities and limitations
- Knowledge of distributed training
- Strong machine learning and engineering background
- Research experience
- Experience in proposing and evaluating novel research ideas
- Familiar with, or contributed to the state of the art in multiple of the following topics: Fine-tuning and alignment of LLMs, synthetic data generation, continual learning, RLVR, code generation
- Comfortable in a rapidly iterating environment
- Reasonably opinionated
- Programming experience
- Linux
- Strong algorithmic skills
- Python with PyTorch or Jax
- Use modern tools, including latest code agents
- Strong critical thinking and ability to question code quality policies when applicable
Responsibilities
- Research and experiment on ways to specialize foundational models to agentic use cases
- Build and maintain data and training pipelines
- Keep up with latest research, and be familiar with state of the art in LLMs, alignment, synthetic data generation, code generation
- Design, analyze, and iterate on training/fine-tuning/data generation experiments
- Write high-quality, pragmatic code
- Work as part of a team: plan future steps, discuss, and communicate clearly with your peers
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