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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;