Data Architect
2 weeks ago
**Key Responsibilities**:
- **Platform Architecture Design**: Lead the design and architecture of the **digital platform**, ensuring that the data infrastructure is scalable, secure, and reliable. Focus on utilizing **AWS services**(e.g., **S3**, **Redshift**, **Glue**, **Lambda**, **Kinesis**) and **Databricks**to build a robust, cloud-based data architecture.
- **Data Integration & ETL Pipelines**: Architect and implement **ETL/ELT pipelines**to integrate data from multiple sources (e.g., transactional databases, third-party services, APIs) into the platform, using **AWS Glue**, **Databricks**, and other tools for efficient data processing.
- **Cloud Strategy & Deployment**: Implement cloud-native solutions, leveraging AWS tools and Databricks for data storage, real-time processing, machine learning, and analytics. Design the platform to be cost-efficient, highly available, and easily scalable.
- **Data Modelling**: Develop and maintain data models for the platform that support business intelligence, reporting, and analytics. Ensure the data model design aligns with business requirements and the overall architecture of the platform.
- **Machine Learning & Analytics Enablement**: Work with data scientists and analysts to ensure that the architecture supports advanced analytics and machine learning workflows, enabling faster time to insights and model deployment.
- **Data Security & Governance**: Implement data governance frameworks to ensure data privacy, compliance, and security in the digital platform. Use **AWS security tools**and best practices to safeguard sensitive data and manage access control.
- **Platform Performance & Optimization**: Monitor and optimize platform performance, including the efficiency of data processing, data retrieval, and analytics workloads. Ensure low-latency and high-throughput data pipelines.
- **Collaboration & Stakeholder Management**: Collaborate closely with stakeholders across data engineering, data science, and business teams to align the platform architecture with business needs and evolving technological requirements.
**Skills & Qualifications**:Required**:
- **Bachelor’s / Master’s degree in computer science**, Engineering or a related field.
- **10+ years**of experience in data architecture, data engineering, or a related field, with a strong background in designing scalable, cloud-based data platforms.
- Extensive experience with **AWS services**such as **S3**, **Redshift**, **Glue**, **Lambda**, **Kinesis**, and **RDS**, with a deep understanding of cloud architecture patterns.
- Strong proficiency in **Databricks**, including experience with **Apache Spark**, **Delta Lake**, and **MLflow**for building data pipelines, managing large datasets, and supporting machine learning workflows.
- Expertise in **data modelling**techniques, including designing star/snowflake schemas, dimensional models, and ensuring data consistency and integrity across the platform.
- Experience with **ETL/ELT processes**, integrating data from a variety of sources, and optimizing data flows for performance.
- Proficiency in programming languages such as **Python**and **SQL**for data manipulation, automation, and data pipeline development.
- Strong knowledge of **data governance**and security practices, including data privacy regulations (GDPR, CCPA) and tools like **AWS IAM**, **AWS KMS**, and **AWS CloudTrail**.
- Experience with **CI/CD**pipelines and automation tools for deployment, testing, and monitoring of data architecture and pipelines.
**Preferred**:
- Experience with **real-time streaming**data solutions such as **Apache Kafka**or **AWS Kinesis**within the **Databricks**environment.
- Experience with **data lake**management, particularly using **AWS Lake Formation**and **Databricks Delta Lake**for large-scale, efficient data storage and management.
**Soft Skills**:
- Strong communication skills, with the ability to explain complex technical concepts to business leaders and stakeholders.
- Excellent problem-solving skills with the ability to architect complex, scalable data solutions.
- Leadership abilities with a proven track record of mentoring and guiding data teams.
- Collaborative mindset, capable of working effectively with cross-functional teams, including engineering, data science, and business stakeholders.
Attention to detail, with a focus on building high-quality, reliable, and scalable data solutions.
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