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Описание вакансии
Junior+ ML Engineer
Company
Mad Devs
Conditions
Full-time Junior 🌎 World 💻 Development 🏠 Remote Job description
What you will do:
- Develop and implement machine learning algorithms.
- Move machine learning models from development into real-world applications.
- Compare different approaches to solving complex business problems.
- Collaborate with customers to identify their challenges and explore how machine learning can address them.
- Develop algorithms for recommendation and ranking systems.
- Build intelligent assistants.
- Keep models and language model instructions up to date.
Our expectations:
- 1.5+ years of relevant experience in startups or professional services firms.
- Familiarity with software development and delivery processes and an understanding of their key stages.
- Knowledge of machine learning model development and tuning for tasks such as classification, regression, and clustering.
- Experience integrating off-the-shelf machine learning solutions.
- Experience working with large datasets and data processing systems.
- Ability to use data analysis to identify patterns and insights that help solve business problems.
- A solid mathematical background and knowledge of core machine learning algorithms and evaluation metrics.
- Experience deploying machine learning models to production.
- Knowledge of natural language processing (NLP) and large language models (LLMs).
- Experience developing agentic systems, including multi-tool and multi-agent solutions.
- Strong customer communication and negotiation skills.
- Ability to identify customer needs, 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 customer demos and explain technical concepts and results clearly.
- English at B2 level and fluent Russian.
- Tech stack: Python, SQL, PostgreSQL, Pandas, FastAPI, Flask, Django, Pydantic, SQLAlchemy, scikit-learn, PyTorch, Transformers, Git, Bitbucket, CI/CD, Docker, OpenAI API, LangChain, LangGraph, LangSmith, Airflow, and BigQuery.
Why join us
At Mad Devs, you will join a company that values creativity, strategic thinking, and continuous improvement. You will work on projects that reach millions of users worldwide, alongside a strong and supportive team. Here, you will grow professionally, take on meaningful challenges, and contribute to products that solve real problems at scale.
Employees benefits
- 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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