Required skills and experience:
- 2+ years of enterprise experience on a similar position
- Expert knowledge of SQL,
- Expert knowledge of architecture and optimizationof databases
- Experience with MS SQL Server, PostgreSQL
- Expert knowledge of Python — experience with data pipelines and data frames
- Experience with data visualization tools (e.g. Shiny, Grafana, Tableau, PowerBI)
As a plus:
- Experience with Apache AirFlow
- Experience with cloud-based storage and services, preferably AWS — S3, Athena, Glue, RDS
- Experience with Big Data technology and methodologies
- Experience with version control systems
- Understanding of CI/CD
- Understanding ML principles
- Experience with MLflow
- Experience with AWS SageMaker/SageMaker Pipelines
- Experience with Docker, Kubernetes, KubeFlow
Responsibilities:
- Design of DWH architecture and ETL procedures
- Optimization of existing DWH structures and ETL procedures
- Development and support of data pipelines (automation of collecting, structuring and cleaning data for training and assessing the quality of models)
- Development of monitoring and analytics services
- Development of a platform for ML lifecycle management, orchestration and processes to automate and accelerate Machine Learning
- Collaborate with teams to drive the infrastructure roadmap
- Collaborate on managing infrastructure costs
We offer:
Attractive salary and good opportunities for career and personal development
Compensation package
Good opportunities for career and personal development
Full-time remote
Project description:
We specialize in advanced software fields such as BI, Data Mining, Artificial Intelligence, Machine Learning (AI/ML), High Speed Computing, Cloud Computing, BIG Data, Predictive Analytics, Unstructured Data processing, Finance, Risk Management and Security.
Depending on the project, it can be working in a consulting team in data analysis and risk management, with customers geography stretching all over the world or creation of extensible decision engine services, data analysis and management solutions, real-time automatic data processing applications.
If you are excited about artificial intellect, behavior analysis data solutions, big data approach then we can give you an opportunity to reveal your talents.