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Research Engineer-Model Efficiency

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Research Engineer-Model Efficiency in Others new

  • BitDeer Technologies Group
  • Full time
  • Email
  • Singapore, Singapore

Responsibilities

  • Implement and adapt published model-efficiency methods for Bitdeer’s models and hardware.
  • Develop new optimizations for efficient LLM serving when existing techniques are insufficient.
  • Improve model serving cost and speed while preserving important quality.
  • Build rigorous evaluations using task-level metrics, controlled comparisons, and honest baselines.
  • Assess techniques including quantization, sparsity and pruning, speculative decoding, MTP, serving-time attention, and KV-cache methods.

Requirements

  • Bachelor’s, Master’s, or PhD in Computer Science, Electrical Engineering, or a related field.
  • Hands-on experience with LLM inference, model optimization, or ML systems.
  • Strong programming ability in Python and deep familiarity with PyTorch.
  • Implementation-level depth in at least one model-efficiency area, such as quantization, sparsity and pruning, speculative decoding and MTP, or serving-time attention and KV-cache methods.
  • Strong understanding of transformer internals and how accuracy loss affects model behavior.
  • Rigorous evaluation practice involving task-level metrics, controlled comparisons, and defensible baselines.
  • Experience with C++, CUDA, or Triton is a plus.
  • Production experience with efficiency methods or equivalent research depth is highly preferred.
  • Familiarity with vLLM, SGLang, or TensorRT-LLM and their efficiency features is highly preferred.
  • Publications at top-tier systems or ML venues or substantial open-source contributions are welcome.
  • Enthusiasm for AI infrastructure and efficient inference, ownership, and solid engineering discipline.

Benefits

  • Inclusive and respectful work environment with an open workspace and startup culture.
  • Opportunity to contribute directly to new projects and the future of the digital asset industry.
  • Networking opportunities with industry pioneers and enthusiasts.
  • Personal accountability, autonomy, fast growth, and learning opportunities.
  • Welfare benefits and development opportunities including training and mentoring.

BitDeer Technologies Group

Bitdeer Technologies Group (NASDAQ: BTDR) builds and operates Bitcoin‑mining infrastructure and AI/HPC cloud services for miners and enterprise compute customers. The Singapore‑headquartered public company, founded in 2021, designs ASIC chips and manufactures mining rigs, and runs data centers ac...

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