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Cotiviti is seeking a Senior Software Engineer to implement and maintain data platform integrations for our machine learning infrastructure. This role will focus on building robust data pipelines, storage solutions, and processing frameworks that support AI / ML workflows across the organization.
Responsibilities
Implement data storage solutions and architectures for AI / ML workflows.
Develop integration patterns between various data platforms and systems.
Build scalable data processing pipelines using distributed computing frameworks.
Create data quality and validation frameworks for ML pipelines.
Design and implement ETL processes for model training data preparation.
Support performance monitoring and optimization of data infrastructure.
Implement security configurations and access controls for data platforms.
Develop data lineage tracking and metadata management solutions.
Build event streaming integrations for real-time data processing.
Create automated testing frameworks for data pipeline validation.
Document technical implementations and integration patterns.
Collaborate with data scientists on data access and processing requirements.
Qualifications
Bachelor's degree in computer science or related field.
4+ years of software engineering experience with data platform focus.
Strong knowledge of database systems and data storage architectures.
Experience with distributed data processing frameworks.
Proficiency in data pipeline design and ETL development.
Understanding of event streaming systems and real-time processing.
Experience with bulk data manipulation and optimization techniques.
Strong programming skills in Python, Java, or Scala.
Knowledge of data security and access control patterns.
Experience with cloud data platforms and services.
Understanding of data quality and validation methodologies.