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Machine Learning Engineer, Mid-level at Paraná Banco S/A | JobVerse
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Machine Learning Engineer, Mid-level
Paraná Banco S/A
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Machine Learning Engineer, Mid-level
Curitiba, Paraná, Brazil
Full Time
3 weeks ago
No Sponsorship
Apply Now
Key skills
Airflow
Azure
Cloud
Docker
ETL
Kafka
MongoDB
NoSQL
Python
Spark
SQL
Machine Learning
MLflow
Data Lake
Databricks
Azure DevOps
SQL Server
Git
About this role
Role Overview
Support Data Scientists in developing Machine Learning models throughout the different stages of the model lifecycle
Develop SQL queries and Python programs for data extraction and preprocessing
Develop functions and notebooks using SQL and Python, applying programming logic and object-oriented programming concepts
Develop, maintain and improve model deployment pipelines
Ensure integration, security and integrity of the data used for feature development
Develop robust, scalable solutions that run models correctly and are aligned with corporate architecture
Execute unit tests on developed data products before production deployment
Document data projects you work on clearly and concisely
Requirements
Intermediate SQL (DQL, DML and DDL commands)
Data capture from files, APIs and websites (web scraping)
Knowledge of ETL
Git (push, pull, branches, merge, pull requests, conflict resolution, code review)
Intermediate Python programming logic: object-oriented programming, library/package creation, decorators
Spark
Testing methodologies and techniques
Containers (Docker)
Databricks
Airflow
Excel (mathematical functions, chart creation and pivot tables)
Kafka / Event Hub
Relational databases (e.g., SQL Server)
NoSQL databases (e.g., MongoDB)
Azure DevOps
MLflow
Intermediate architectural styles (data warehouse, data mart, Data Lake and Lakehouse)
Cloud computing: Azure
Tech Stack
Airflow
Azure
Cloud
Docker
ETL
Kafka
MongoDB
NoSQL
Python
Spark
SQL
Benefits
Flexible working hours
Collaborative work environment
Professional development opportunities
Apply Now
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