ML Engineer Junior / Middle Level
We are looking for a machine learning engineer of junior/middle level for one of our b2b projects - an actively developing product. A team of professional ML engineers, backend and frontend developers, DevOps work together
☑️ What will need to do:
- Build and implement machine learning algorithms
- Develop and implement machine learning models in production
- Compare multiple approaches to solve a business problem
- Participate in communications with customers to identify business problems and opportunities to solve them using machine learning tools
- Development of algorithms for recommendation/ranking systems
- Building a system for searching for anomalies in multivariate time series
☑️ Our expectations:
- Mathematical background
- Knowledge of basic ML algorithms and metrics
- Experience working towards NLP
- Understanding of CI/CD processes
- Ability to work according to business requirements
- Ability to meet deadlines and multi-task
- Experience in bringing ML models to production and evaluating the business impact of implementation
- Experience in working with high uncertainty tasks
- Fluent in English (B2 level)
☑️ It will be a plus:
- Experience with classic ML and DL (training projects/competitions)
- Experience with Databrix will be a great advantage
- Experience with Code Review
- Experience with development of algorithms for recommendation/ranking systems
☑️ Requirements:
- Python
- SQL, PostgreSQL
- Pandas
- FastAPI, Pydentic, SQLAlchemy
- Airflow
- Sklearn
- PyTorch, Transformers
- Git, BitBucket, CI / CD, conflict resolution
- Docker
Employees benefits
Flexible working hours
Onsite business trips
English
lessons
Training
budget
Remote-first culture
Long-term projects
Paid
conferences
Team
parties
Hi, I'm Ekaterina.
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