6 авг

ML разработчик

ориентир по рынку
вакансия зп не указана
в среднем 101 222 ₽
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описание

Mad Devs is a full-stack team specializing in developing and administering large-scale IT products across diverse industries. Its products operate in Europe, the USA, and Southeast Asia, including AI solutions for the legal industry.

задачи

  • Develop and implement machine learning algorithms;
  • Transfer machine learning models from development to real-world application;
  • Compare different approaches to solve complex business problems;
  • Collaborate with customers to identify their problems and opportunities for solving them using machine learning tools;
  • Develop algorithms for recommendation and ranking systems;
  • Develop intelligent assistants;
  • Keep models and instructions for language models up to date.

требования

  • At least 1.5 years of experience in startups or professional services firms;
  • Familiarity with software development and delivery processes;
  • Knowledge and experience in developing and tuning machine learning models for classification, regression, clustering, and other tasks;
  • Experience integrating off-the-shelf solutions;
  • Experience working with big data and systems for processing it;
  • Ability to use data analysis to identify insights and patterns for solving business problems;
  • Mathematical background;
  • Knowledge of basic machine learning algorithms and metrics;
  • Experience implementing machine learning models in a production environment;
  • Experience with natural language processing (NLP);
  • Experience with large language models (LLM);
  • Experience developing agent systems with frameworks such as LangChain and LangGraph, including multi-tool and multi-agent systems;
  • Customer negotiation skills for identifying needs and objectives;
  • Ability to gather and analyze requirements and translate business requirements into technical specifications;
  • Ability to define clear and achievable goals for machine learning tasks and projects;
  • Ability to conduct regular customer demos and explain technical aspects and achievements accessibly;
  • B2 English and fluent Russian.

условия

  • Flexible working hours;
  • Remote-first culture;
  • Long-term projects;
  • Salary in dollars;
  • Professional communities;
  • Onsite business trips;
  • Training budget;
  • Paid conferences.

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