We are seeking a Senior Software Engineer to join our team in support of our banking clients within the AI & Digital Transformation domain. This role offers an exciting opportunity to leverage your engineering expertise to scale and productionalize machine learning solutions that will have a meaningful impact on climate-related strategies.
Machine Learning Engineering:
Refactor models to ensure performance and reliability in production.
Pipeline Development:
Build retrainable pipelines that enable continuous model improvement and scalability. Data Engineering:
Work with data in formats such as Parquet and Hive. Perform ETL processes to prepare and optimize data for machine learning applications.
Orchestration:
Use Airflow for workflow and data pipeline orchestration to automate machine learning tasks.
Utilize AWS services to support scalable and efficient machine learning workflows. Preference for experience with SageMaker for model deployment and management.
Collaboration:
Work closely with data scientists, business stakeholders, and cross-functional teams to understand requirements and deliver scalable solutions.
Ensure code and data pipelines follow industry best practices, including version control, testing, and documentation.
Required Skills & Experience:
Strong proficiency in Python , with experience in frameworks/tools like PySpark preferred.
Hands-on experience with Airflow for orchestration and Parquet / Hive for data handling.
Proven ability to productionalize machine learning solutions and refactor prototypes for production environments.
Expertise in feature engineering and creating retrainable machine learning pipelines.
Familiarity with modern software engineering principles, including CI/CD, testing, and version control (e.
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