Reality Defender is a rapidly growing technology startup building the future of deepfake detection technology.

Reality Defender seeks a data engineer. You’d work on product-oriented dataset for synthetic (deep-fake) media (image, video, audio) detection and tackle cutting-edge deep learning, audio and computer vision data problems with an emphasis on classification and adversarial methods.

Responsibilities

Build scalable datasets and their delivery pipelines
Closely interface with R&D team for machine (deep) learning model training and evaluation
Build data collection and processing pipelines
Develop at-scale data extraction, cleaning, and labeling, including human annotation methodology
Methodology to ingest new (image, video, audio) datasets -- research-based, and commercial
Define metrics for dataset imbalance, visualization, and data sampling
Automate data quality control and content moderation

Qualifications

Proficient in software development, esp. Python
Interest in data exploration, visualization, cleaning, and analytics for real-world data modelingFamiliarity with audio and video file formats, and codecs
Solid understanding of linear algebra, statistics and ML concepts
Experience working with very large databases and data analysis tools/libraries, for example, SQL, Pandas, etc.
Smart, driven, and passionate about helping Reality Defender change the world
Team player with a positive attitude, sincerity, and good communication skills

Competencies

Attention to Detail — Requires being careful about detail and thorough in completing tasks
Analytical Thinking — Requires analyzing information and using logic to address work-related issues and problems
Independence — Requires developing one's own ways of doing things, guiding oneself with little or no supervision, and depending on oneself to get things done
Initiative — Requires a willingness to take on responsibilities and challenges
Achievement/Effort — Requires establishing and maintaining personally challenging achievement goals and exerting effort toward mastering tasks

Lines of communications

The position reports to the Head of Research & Development

About Reality Defender

Join our team and help us develop next-generation technologies that will protect billions of users against multimodal misinformation and disinformation

realitydefender.ai

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