ML Engineer Middle+/Senior - AI Team

Cyprus, Serbia, or KazakhstanFull-TimeSenior
Salary not disclosed
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Job Details

Required Skills
AWSPythonPyTorchAlgorithmsData StructuresGoSoftware EngineeringDeep LearningLLM

Requirements

  • Demonstrated experience in deep learning and transformers models
  • Proficiency in frameworks like PyTorch
  • Understanding of how model quality depends on dataset design, labeling quality, and data preparation
  • Ability to go deeper than standard training notebooks and make informed decisions during training and optimization
  • Strong foundation in data structures, algorithms, and software engineering principles
  • Are familiar with methods of training and fine-tuning large language models, such as distillation, supervised fine-tuning, and policy optimization
  • Excellent problem-solving and analytical skills, with a proactive approach to challenges
  • Ability to work collaboratively with cross-functional teams
  • Ability to move fast in an environment where things are sometimes loosely defined and may have competing priorities or deadlines
  • Enjoy owning the problems end-to-end, and are willing to pick up whatever knowledge you're missing to get the job done
  • Experience with content understanding or abuse prevention with LLMs is a plus

Responsibilities

  • Train, fine-tune, and adapt models for practical internal use cases
  • Work on ASR-related tasks, including model training, improvement, and practical adaptation to product needs
  • Work with datasets end to end: define data requirements, prepare and structure data, support labeling workflows, and improve data quality
  • Optimize models for practical use, including performance, efficiency, and quality trade-offs
  • Collaborate with engineers to bring trained or adapted models into real production use cases
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