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Apptad, Inc.

AI testing Engineer

Tampa, FL · On-site +1

We are seeking an AI Testing Engineer to validate and assure quality of AI/ML systems powering real-time contextual advertising on live video streams. The role involves testing multi-modal AI outputs ...

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What is the difference between Remote Live Video Streaming vs Remote Video Editor?

AspectRemote Live Video StreamingRemote Video Editor
CredentialsBasic video production knowledge, sometimes certifications in streaming platformsVideo editing software proficiency, often certifications in editing tools
Work EnvironmentReal-time streaming setup, live broadcasting platformsPost-production editing on computers, flexible hours
Industry UsageMedia, entertainment, events, educationFilm, advertising, content creation

Remote Live Video Streaming involves broadcasting live content in real-time, requiring technical setup and live platform management. Remote Video Editors focus on post-production editing, refining footage after recording. Both roles require video skills but differ in timing, tools, and work environment.

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AI testing Engineer

Apptad, Inc.

Tampa, FL • On-site, Remote

Full-time

Posted 13 days ago

Job description


We are seeking an AI Testing Engineer to validate and assure quality of AI/ML systems powering real-time contextual advertising on live video streams. The role involves testing multi-modal AI outputs (video + text), ensuring accuracy of detected moments, and automating validation workflows.
This role is critical for native moments validation and system-level QA in a real-time streaming environment.
Key Responsibilities
Validate AI-generated outputs against labelled datasets and expected outcomes
Perform content validation for native moments detection across video streams
Design and implement automated testing frameworks (Python-based)
Build validation harness for:
JSON parsing and comparison
Structured output validation using defined schemas
Conduct multi-modal validation (video, audio, transcript outputs)
Execute system integration and end-to-end testing
Track accuracy metrics, defect logging, and root cause analysis
Automate regression and validation pipelines across datasets
Collaborate with Applied Scientists to validate LLM and GenAI outputs
Work within AWS environment using services such as:
S3 (data storage).Lambda (processing).CloudWatch (monitoring)
Required Skills & Experience:
Strong Python scripting for automation and testing . Experience in AI/ML model validation and QA workflows.
Hands-on with: JSON parsing, schema comparison Data validation pipelines
Experience in testing: Multi-modal AI systems (vision + NLP + audio) LLM outputs and generative AI pipelines. Good understanding of: Structured output validation AI accuracy evaluation techniques Familiarity with AWS cloud environment (S3, Lambda, logging/monitoring) Experience with media/video content analysis workflows preferred Ability to handle mixed manual + automated testing approaches
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About Apptad

Sourced by ZipRecruiter

Apptad offers strategic consulting, enterprise information management and digital transformation services. With globally connected offices in US and India along with a team of trained and certified IT resources, Apptad ensures quick and effective delivery to its customers.Apptad is relentlessly reinventing the outlook of how companies leverage data. With an effort to enable our customers the ability to solve biggest problems within their organization. We perceive our clients’ problems and respond with custom solutions instead of handing over boilerplate responses.

Industry

It services

Company size

501 - 1,000 Employees

Headquarters location

Reston, VA, US

Year founded

2018

Social media

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