VideoAmp · 2 hours ago
Senior AI Data Engineer
VideoAmp is on a mission to create the best employee and workplace experience. They are seeking a Senior AI Data Engineer to build production-grade AI and LLM-powered systems into large-scale data pipelines that support audience measurement and metadata workflows across linear and digital media.
AdvertisingAdvertising PlatformsBusiness IntelligenceDigital MediaTV
Responsibilities
Design and operate AI- and LLM-enabled data pipelines processing billions of linear and digital records
Build and productionize LLM-driven systems for concrete LDP problems, including: Network & Program Schedules
Normalize network-specific program schedules with inconsistent naming, time boundaries, and formatting
Infer program identity, episode, and season from sparse or ambiguous schedule metadata
Detect and reconcile schedule discrepancies across multiple upstream providers
Interpret and normalize hourly (and sub-hourly) viewership logs with varying schemas and aggregation rules
Use LLMs to assist with schema inference, validation, and semantic consistency checks
Generate structured explanations for anomalous spikes, drops, or gaps in viewership data
Enrich and classify commercial schedules and ad spot metadata, including creative names, durations, and placements
Resolve inconsistencies between planned schedules and aired spots
Support automated deduplication and alignment of ad spots across networks and feeds
Combine LLMs with rules, heuristics, and ML models to ensure deterministic, auditable outcomes
Own the end-to-end AI lifecycle, including: Prompt design and evaluation, Feature engineering and training pipelines, Deployment, monitoring, drift detection, and retraining
Integrate LLMs responsibly into batch and event-driven LDP workflows, balancing accuracy, latency, and cost
Build human-in-the-loop workflows for high-impact or low-confidence cases
Collaborate closely with Measurement, Identity, Library, and Product teams to translate ambiguous data issues into scalable AI solutions
Provide technical leadership through design reviews, mentorship, and architectural guidance
Qualification
Required
4+ years of experience in AI/ML engineering, applied ML systems, or data engineering
Demonstrated experience shipping LLM-powered systems into production
Strong understanding of prompt engineering and evaluation frameworks
Strong understanding of embeddings and similarity search on structured and semi-structured data
Strong understanding of hybrid AI systems that combine LLMs with deterministic logic
Proficiency in Python and SQL; strong software engineering fundamentals
Experience working with large-scale data platforms and distributed systems
Ability to design AI systems that meet measurement-grade reliability, explainability, and auditability requirements
Preferred
Experience working with TV schedules, viewership logs, or advertising metadata
Familiarity with linear TV measurement or media data pipelines
Experience applying AI in compliance-sensitive or customer-facing measurement systems
Knowledge of MLOps / LLMOps best practices
Benefits
Discretionary and flexible paid time off
In addition to standard US holidays off, VideoAmp employees also partake in Spring, Summer and Winter breaks
Comprehensive medical, dental, and vision benefits for you and your dependents—including multiple options fully covered by VideoAmp
Unlimited financial wellness sessions with Origin financial advisors
401k Plan with matching
HSA & FSA
Commuter Benefits
Cell Phone Reimbursement
Paid Maternity and Parental Leave for All Family Additions
Company
VideoAmp
VideoAmp is a software and data company that provides measurement and optimization tools for the advertising ecosystem.
H1B Sponsorship
VideoAmp has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (11)
2024 (10)
2023 (17)
2022 (21)
2021 (11)
2020 (6)
Funding
Current Stage
Late StageTotal Funding
$606.6MKey Investors
Vista Credit PartnersCapital IP Investment Partners LPThe Raine Group
2023-09-13Series G· $150M
2021-10-21Series F· $275M
2021-02-02Debt Financing· $75M
Recent News
2025-12-29
Company data provided by crunchbase