Junior ML Engineer

17 Марта

Партнерские Вакансии

Компания "Mad Devs"

About Us

Mad Devs is a full-stack team specializing in developing and administering large-scale IT products across diverse industries. Many of our products operate in Europe, the USA, and countries across Southeast Asia. We are passionate about tackling complex challenges and delivering innovative solutions that make a meaningful impact globally.

Responsibilities:

• 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

Our expectations:

• Minimum 1,5+ year in startups or professional services firms
• Familiarity with software development and delivery processes. Understanding of the key steps involved
• Knowledge and experience in developing and tuning machine learning models for various tasks such as classification, regression, clustering, etc. Integration of off-the-shelf solutions
• Experience working with big data and systems to process it
• Know how to use data analysis to identify insights and patterns that can help solve business problems
• Mathematical background
• Knowledge of basic machine learning algorithms and metrics
• Experience implementing machine learning models in a production environment
• Experience working towards natural language processing (NLP)
• Experience with large language models (LLM)
• Experience developing agent systems based on popular frameworks (LangChain, LangGraph). Experience implementing multi-tool and multi-agent systems.
• Customer negotiation skills to actively participate in identifying their needs and objectives
• Ability to gather and analyze requirements and translate business requirements into technical specifications
• Can generate clear and achievable goals for machine learning tasks/projects
• Can conduct regular demos for customers and explain technical aspects and achievements in an accessible manner
• B2 English level, fluent Russian
• Tech stack: Python, SQL, PostgreSQL, Pandas, FastAPI/Flask/Django, Pydantic, SQLAlchemy, Sklearn, PyTorch, Transformers, Git, BitBucket, CI / CD, conflict resolution, Docker, OpenAI API, LangChain, LangGraph, LangSmith, Airflow, BigQuery

Why join us

At Mad Devs, you'll join a passionate team dedicated to solving complex challenges and delivering innovative solutions. Our projects span Europe, the USA and South East Asia, giving you the opportunity to make a global impact. We value flexibility, remote working and professional development, ensuring you thrive in an inspiring environment. Join us in revolutionizing the legal industry with AI!