Applied Scientist: Adaptive Model Routing & Agent Evaluation

Bitdeer (NASDAQ: BTDR); Austin (TX); On-site; USD 150,000 - 230,000; Full time

Benefits offered by this job

Diversity culture

Open workspaces

Fast-growing environment

Impact on industry

Project exposure

Autonomy and growth

Training and mentoring

Job summary

Bitdeer AI Lab seeks a capable researcher to advance evaluation frameworks for agentic inference and LLM systems. You will own the evaluation pipeline, develop task suites, and study routing strategies while coordinating with MaaS and platform teams to deploy reliable, cost-aware solutions.

The role emphasizes rigorous experimentation, cross-disciplinary collaboration, and contribution to the cutting edge of AI-powered mining and cloud platforms.

Qualifications

• Advanced degrees or equivalent hands-on work in ML/AI research and evaluation.
• Experience designing or operating evaluation pipelines for LLMs or agents.
• Proven ability to build reliable experimental pipelines and research prototypes.

Responsibilities

• Build evaluation and decision systems for agentic inference; own and extend LLM evaluation pipeline; measure behavior across task success, tool use, cost, latency and tokens; prototype routing strategies; collaborate on production integration.

Skills

Python

PyTorch

LLM evaluation

Agentic systems

Experiment design

Cost analysis

A/B testing

Education

Bachelor’s/Master’s/PhD in CS/ML/EE

Tools

Multi-model APIs

Traffic replay

Shadow evaluation

Job description

Bitdeer AI Lab seeks a capable researcher to advance evaluation frameworks for agentic inference and LLM systems. You will own the evaluation pipeline, develop task suites, and study routing strategies while coordinating with MaaS and platform teams to deploy reliable, cost-aware solutions.

The role emphasizes rigorous experimentation, cross-disciplinary collaboration, and contribution to the cutting edge of AI-powered mining and cloud platforms.