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Machine Learning Engineer (NLP/LLM)

Remote · Aiphoria · Partners · Vacancies
от 84 000$
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Innovative start-up specializing in machine learning and AI solutions.  We are a one-stop shop for customers who want to enhance their business with proven, up-to-date solutions based on conversational AI, LLMs, natural language, and speech processing. We offer solutions based on virtual employees (virtual supporters, sales managers, personal assistants, etc), goal-oriented conversational AI, ASR/TTS solutions, and many others.

Responsibilities

  • Design, train and implement NLP models of different complexity. We work with SoTA models and their combinations, tuning LLM and much more;
  • Find bottlenecks in models performance and fix them;
  • Develop processes and tools to monitor and analyze model performance and data accuracy.

Requirements

  • Minimum of 5 years of experience in data science roles, with a significant portion dedicated to NLP tasks and LLM fine-tuning;
  • Strong understanding of various machine learning algorithms and techniques, including deep learning and transformers;
  • Experience in fine-tuning LLM (7B or larger) on multiple GPUs using DeepSpeed or FSDP;
  • Strong understanding of business needs and ability to”translate” them into the language of models;
  • You are writing production-ready code (git, tests, linters, code analyzers, CI, code reviews, etc.);
  • You understand how parameter-efficient fine-tuning methods works and are able to apply them (LoRA and more);
  • Experience in intent recognition, named entities recognition, facts extraction and other voice assistance related NLU tasks is an advantage;
  • Experience leading projects, mentoring junior team members, and providing technical guidance and support would be a plus;
  • Familiarity with deploying NLP models into production environments, including containerization, API development, and scalability considerations would be a plus;
  • Having experience in setting up a data labeling process (through assessors or via LLM) would also be a plus.

Conditions

  • Opting for the latest and most efficient tools tailored to tasks in LLM and AI.
  • Rapid career progression, facilitated by our team of seasoned senior professionals who hail from prestigious, industry-leading companies.
  • Remote work opportunities from anywhere globally or support for relocation to Cyprus.
  • Company has prominent clients with an opportunity for you to work on different projects and/or to be involved in developing our proprietary own products.
  • Competitive compensation in Euro/USD, surpassing market standards.
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