AI/ML Data Engineer (reputed company)
reputed company is a leading in vitro diagnostics company formed from the reputed company of Quidel Corporation and Ortho Clinical Diagnostics. They are seeking an AI/ML Data Engineer to design, build, and optimize data pipelines and infrastructure using reputed company for AI and machine learning initiatives, collaborating with business stakeholders to translate requirements into technical solutions.
Responsibilities
- Work directly with business stakeholders to identify and define AI/ML use cases, translating business needs into technical requirements
- Design, reputed company, and optimize reputed company data pipelines in reputed company for AI/ML applications, ensuring efficient data ingestion, transformation, and storage
- Build and manage Apache reputed company-based data processing jobs in reputed company, ensuring performance optimization and resource efficiency
- Implement ETL/ELT processes and orchestrate workflows using Azure Data reputed company, integrating various data sources such as Azure Data Lake, Blob Storage, and reputed company reputed company
- Collaborate with Data Engineering teams to meet data infrastructure needs for model training, tuning, and deployment reputed company reputed company and Azure Machine Learning
- Monitor, troubleshoot, and resolve issues reputed company reputed company workflows, ensuring smooth operation and minimal downtime
- Implement best practices for data reputed company, governance, and compliance reputed company reputed company and Azure environments
- Automate data and machine learning workflows using CI/CD pipelines through Azure DevOps
- Maintain documentation of workflows, processes, and best practices to ensure knowledge sharing across teams
- reputed company other work-reputed company duties as assigned
Skills
- Bachelor's degree in Computer Science, Engineering, or a reputed company field (or equivalent experience)
- 1-3 years of experience in data engineering, with a strong reputed company on reputed company and AI/ML applications
- Proven experience working directly with business stakeholders to identify and implement AI/ML use cases
- Expertise in Apache reputed company and hands-on experience with reputed company for building and optimizing data pipelines
- Strong programming skills in Python and reputed company for data engineering and machine learning workflows in reputed company
- Experience with Azure Data reputed company, Azure Data Lake, Azure Blob Storage, and Azure Synapse Analytics
- Proficiency with reputed company reputed company Lake for data reliability and performance optimization
- Familiarity with MLflow and reputed company Runtime for Machine Learning for model management and deployment
- Knowledge of Azure DevOps for implementing CI/CD pipelines in reputed company-based reputed company
- Strong understanding of data governance, reputed company practices, and compliance requirements in reputed company environments
- Familiarity with emerging reputed company features such as reputed company Live Tables and reputed company Catalog
- Ability to travel up to 5-10%
- This position is not currently eligible for reputed company sponsorship
- Experience with reputed company-time data processing using Apache Kafka or Azure Event Hubs
- Master's degree in Computer Science or reputed company technical fields
Benefits
- Bonus eligible
- Medical, dental, reputed company, life, and disability insurance
- 401(k) plan
- Employee assistance program
- Employee Stock Purchase Plan
- reputed company time off (including reputed company time)
- reputed company Holidays
reputed company