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AI/Machine Learning Engineer

Varite Inc

About the Role
We are looking for an Evaluation Scientist who can work across both hands-on experimentation and automation infrastructure . This role begins with running manual evaluations (e.g., executing and monitoring individual experiments) and progresses toward building scripts, tools, and infrastructure that streamline and automate these processes, with the long-term goal of reducing manual work as much as possible.
The ideal candidate will also bring expertise in coding agents and quality evaluation , enabling them to design robust experiments and improve workflows. While the role will receive high-level guidance, candidates should be able to independently define and implement the lower-level details of experiment setup after ramping up. For example, given a high-level requirement for a new type of evaluation, the candidate should be able to propose and execute an implementation plan with detailed steps, metrics, and automation in place.
Key Responsibilities
  • Run and manage manual evaluation experiments across AI/ML systems.
  • Develop and maintain automation infrastructure (scripts, pipelines, tools) to reduce manual evaluation work.
  • Design and execute new types of evaluations , translating broad research questions into structured experiment setups.
  • Work with coding agents and applied ML workflows to define and measure quality.
  • Define metrics, benchmarks, and evaluation criteria to assess performance and identify gaps.
  • Collaborate with research leads to align evaluation design with project goals while owning implementation details .
  • Ensure reproducibility, consistency, and scalability of evaluation processes.
Qualifications
  • Strong coding skills in Python (or equivalent) for scripting, automation, and experiment design.
  • Experience with running and analyzing experiments , including quality evaluation methodologies.
  • Knowledge of coding agents, ML models, or applied automation frameworks .
  • Ability to work independently : take high-level requirements and define detailed steps for execution.
  • 2-4 years of hands-on experience in evaluation, scripting, or applied data science/ML (academic or industry).
  • Strong analytical skills with experience in data handling, reporting, and experiment analysis .
Preferred Skills
  • Familiarity with evaluation frameworks and automation tools in AI/ML research.
  • Experience in building scalable infrastructure for experiments or evaluations.
  • Knowledge of experimental design, statistical testing, or quality benchmarking .
Vacancy posted 4 days ago
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