Lead Data Engineer
Kraków, Poland
Qinshift
Avenga - your information technology partner with more than 20 years of experience in entrepreneurship, leadership, and project delivery.- This is us
At Avenga, we believe that human creativity empowers technology that matters. Operating globally, our 6000+ specialists provide a full spectrum of services, including business and tech advisory, enterprise solutions, CX, UX and Ul design, managed services, product development, and software development.
This is you - Data Engineering & Cloud Computing
- ETL/ELT pipeline development using dbt, Airflow, and Python
- Data modeling and semantic layer design for Power BI & Snowflake
Cloud-native data architectures (Snowflake, OCI, GCP, AWS, Azure - One of them is enough with focus on OCI) - Real-time & batch data processing (ClickHouse, PostgreSQL, MySQL, MSSQL)
- Machine Learning & Advanced Analytics
- ML model deployment & MLOps (Snowflake ML, Python, Scikit-learn, TensorFlow)
- Credit risk scoring & anomaly detection (Power BI, SQL, Python)
- Predictive analytics & real-time fraud detection
- Feature engineering & model optimization
- Financial Data & Compliance
- Regulatory compliance (GDPR, FCRA, Basel, KSA regulations)
- Credit risk modeling & real-time risk assessment
- Banking data preparation & fraud detection pipelines
- Development & DevOps
- Git, Bitbucket, CI/CD for data workflows
- API integrations & streaming architectures (Kafka, Snowpipe)
- Cost optimization strategies for Snowflake compute usage
This is your role
- Results-driven Data Engineer with expertise in Machine Learning (ML) and Generative AI model training, testing, and implementation within the Snowflake ecosystem. Specialized in building scalable ETL/ELT pipelines, data warehousing, and real-time analytics for financial institutions. Proficient in cloud-based data engineering, orchestration, and optimization of credit risk assessment, fraud detection, and predictive analytics solutions
- We take pride in the diverse skills and character of our teams, welcoming everyone to apply and contribute to our collective strength.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Airflow APIs Architecture AWS Azure Banking Bitbucket CI/CD Credit risk CX Data Warehousing dbt DevOps ELT Engineering ETL Feature engineering GCP Generative AI Git Kafka Machine Learning MLOps Model deployment Model training MS SQL MySQL Pipelines PostgreSQL Power BI Python Scikit-learn Snowflake SQL Streaming TensorFlow Testing UX
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