Senior Software Engineer - Data
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We are seeking an exceptional and highly-motivated Engineer to lead our team's data quality and curation process across a variety of core products and technologies. Our team helps develop multimodal data modeling validation, and curation process and pipeline. We have a passion for design and the execution of data assurance operations to deliver trustworthy and widespread accepted data.
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Description
In this role, you will be responsible for the quality and accessibility of the multimodal data (including image, video, text, audio, sensor data, metadata, etc.) generated from various data collections, processing pipelines, and annotations. You'll design and implement systematic processes, automated pipelines, and collaborate with data collection, data processing, and ML & product engineers to create high quality data, support data-driven product and AIML development, and ensure data compliance with security and privacy regulations.","responsibilities":"Collaborate with cross-functional teams to establish comprehensive data quality assurance and curation processes, encompassing manual validation and automated workflows
Define data quality metrics, implement data validation rules, and develop a scalable framework to execute diverse data validation and curation software components on the multimodal data
Design and execute data assurance operations to run data validations, report its quality and facilitate the quality improvement throughout the data collection, processing and annotation
Collaborate with cross-functional teams to implement a scalable framework and pipeline to extract, clean, transform, and standardize the multimodal data and metadata generated from a wide range of sources in order to make the data trustworthy and widespread discoverable and accessible
Develop and drive the feedback loop between data consumers and data generation
Preferred Qualifications
Passion for data quality and curation, code elegance, clear documentation, operational excellence, attention to details and delivering outstanding user experiences
Excellent communication skills with ability to confidently express the benefits and constraints of technology solutions to cross-functional technical and non-technical teams
Experience in building Cloud Data Warehouses in Snowflake, Redshift, BigQuery or analogous architectures
Experience with the practical application of data warehousing concepts, methodologies, and frameworks
Experience with AI/ML frameworks like TensorFlow or PyTorch
Experience with machine learning algorithms for data curation and annotation
Experience in managing a team
Experience with data collection and/or annotation operations
Minimum Qualifications
6+ years of industry experience architecting and developing scalable and reliable software, pipeline and platforms for validation, analytics and curation on the multimodal data (including image, video, text, audio, sensor data, etc.)
B.S. in Computer Science and/or an equivalent engineering field
Proficiency with programming languages Python, Java, SQL or equivalent
Proficiency with data pipeline, modeling, database and query tools, like Dagster, PostgreSQL, MangoDB, Trino or equivalent
Experience with vision data processing tools like FFmpeg, GStreamer, OpenCV, or equivalent
Able to rotate on-call for mission-critical operations and applications
Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant .
Perks and Benefits
Health and Wellness
Parental Benefits
Work Flexibility
Office Life and Perks
Vacation and Time Off
Financial and Retirement
Professional Development
Diversity and Inclusion
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