We are seeking a highly organized and technically proficient System Analyst to manage and maintain our image data pipeline. The role involves working in a Linux environment, ensuring robust directory structures, implementing data version control, and coordinating with cross-functional teams.
Responsibilities
Data Management:
Handle large-scale image datasets, ensuring their organization, integrity, and accessibility.
Maintain structured and logical directory hierarchies for efficient data retrieval.
Implement data version control mechanisms to track and manage changes in datasets effectively.
Ensure regular backups and data security protocols are in place.
Linux Expertise:
Use Linux systems for data organization, processing, and maintenance.
Develop and utilize shell scripts to automate data workflows.
Team Coordination:
Collaborate with Data Collectors to ensure timely and accurate data acquisition.
Data Annotators to streamline annotation processes and resolve issues.
Software Developers to support data integration into development pipelines.
Researchers to understand data needs and deliver customized solutions.
Data Analysis:
Extract and interpret statistical insights from datasets.
Audit datasets regularly to ensure quality, consistency, and completeness.
Provide summarized data reports to support research and development goals.
Process Optimization:
Identify inefficiencies in data workflows and propose actionable improvements.
Document data handling and processing procedures for team-wide adherence.
Qualifications
Technical Skills:
Experience managing image data and ensuring efficient directory structures.
Proficiency with Linux systems, including shell scripting.
Familiarity with data version control tools (e.g., DVC, Git, or similar).
Basic understanding of statistical analysis tools and methods.
Soft Skills:
Strong organizational skills with a keen attention to detail.
Excellent communication and collaboration skills to work effectively with diverse teams.
Education and Experience:
Bachelor s degree in Computer Science, Information Technology, or a related discipline.
Prior experience in data management or related roles is a plus.
Preferred Skills:
Knowledge of data annotation platforms and machine learning pipelines.
Proficiency in Python or other programming languages for data manipulation.
Experience with cloud storage solutions and data backup practices.
Collect, process, and analyze data from various sources.
Develop reports and dashboards to visualize findings.
Provide actionable insights to improve business operations.
Collaborate with teams to identify data-driven solutions.
Requirements:
Strong analytical and problem-solving skills.
Experience with data analysis tools
Ability to communicate complex data insights effectively.
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