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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building mobile-first applications and backend services, with a strong focus on scalable APIs, data pipelines, and integration with social media platforms. Proficient in Python or Node with TypeScript, and experienced in collaborating within a flat team structure to drive product development in the creator economy.
Highest-signal resume keywords
Full-Stack Product DevelopmentPython or Node with TypeScriptReact, React Native, or FlutterCloud Infrastructure (Azure/AWS/GCP)LLM APIs and Agent Frameworks
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Full-Stack DevelopmentAPI Design and DevelopmentData Pipeline ConstructionCost-Efficient InferenceMonitoring and ObservabilityProduction Evaluation InstrumentationResponsive Workflow TransformationScalable Backend ServicesMicro-Studio Front End DevelopmentMulti-Agent Pipelines
Soft Skills
CollaborationTeamworkEffective CommunicationProblem-SolvingGenuine Interest in Creator Economy
Tools & Technologies
YouTube APIInstagram APITikTok APIAdobe Creative ToolsSemrushColligoLLM APIsAgent Frameworks
Industry Keywords
Creator EconomySocial Media IntegrationMachine Learning Serving SystemsRecommender SystemsAdobe Ecosystem
Tech Stack
Tools & technologiesAWSAzureCloudFlutterGoogle Cloud PlatformNode.jsPythonReactReact NativeTypeScript
About the role
Key responsibilities & impact- Build the mobile-first creator app and micro-studio front end and the back-end services and APIs
- Develop and manage multi-agent pipelines and prediction serving
- Implement cost-efficient inference, caching, graceful degradation, and production evaluation instrumentation
- Transform model outputs into responsive, low-latency creator workflows
- Support deployment of trainable model components alongside base model APIs on Colligo
- Build integrations with YouTube, Instagram, TikTok, Adobe creative tools and services, Semrush, and internal Adobe services
- Build data pipelines for audience intelligence, insights, prediction engines, and outcome feedback
- Own architecture decisions, including frameworks, data models, and deployment pipelines
- Contribute to monitoring, observability, and evaluation frameworks
- Collaborate with the Research Lead and Product & UX Lead as a peer collaborator
Requirements
What you’ll need- 5+ years shipping full-stack products end-to-end (front-end + back-end + APIs)
- Proficiency in Python or Node with TypeScript
- Experience with React, React Native, or Flutter
- Hands-on experience with LLM APIs and agent frameworks
- Understanding of latency, cost, evaluations, and fallbacks in production
- Experience designing and building scalable APIs, backend services, and data pipelines from scratch
- Comfort with cloud infrastructure (Azure/AWS/GCP)
- Ability to work effectively in a small, flat team
- Genuine interest in the creator economy
- Experience with third-party social/platform APIs is a bonus
- Familiarity with the Adobe ecosystem is a bonus
- Experience with recommender or ML-serving systems is a bonus
Benefits
Comp & perks- Annual Incentive Plan (AIP)
- Certain roles may be eligible for a new hire equity award
- Comprehensive benefits programs
- Equal Employment Opportunity and accessibility accommodations
