The Role
Reporting to the Founder/CEO, build a next-gen media engagement platform focusing on contextual understanding, personalized experiences and scalable infrastructure. Drive technical architecture while owning key implementations across user profiling, recommendations, and core platform services.
Email resume to applications.szn@gmail.com .
Responsibilities
-User Understanding & Engagement
-Smart Recommendations & Content
-Platform Infrastructure (Supporting Systems)
Technical Stack
User Profiling :
• Graph DB: Neo4j, Neptune
• Analysis: GraphQL, Cypher
• Real-time: Interest scoring, Affinity modeling
Smart Recommendation s:
• Engines: Collaborative filtering, Content-based
• Processing: Real-time scoring, Contextual ranking
• Integration: Event APIs, Offer management
Supporting Infrastructure :
Cloud: AWS (primary), GCP/Azure/Supabase experience valuable
AI/ML Services:
Vector Databases:
Payment Systems:
Technical Requirements
Essential Skills
- Strong graph database and user modeling experience
- Background in recommendation systems
- NLP / Real-time ML inference expertise
- AWS infrastructure experience
- Python backend development
- React/TypeScript frontend development
AI/ML Requirements
- Experience integrating and fine-tuning multiple LLMs (e.g., Claude, GPT)
- Practical knowledge of vector databases and hybrid search architectures
- Track record of deploying real-time ML inference systems at scale
- Experience building and maintaining knowledge graphs
- Understanding of ML model deployment and monitoring in production
- Background in content enhancement and NLP pipelines
- Ability to optimize model performance and costs
- Experience with ML feature engineering and data pipelines
Additional Skills (nice to have)
- Payment system implementation
- Vector database optimization
- Event streaming platforms
- Security best practices
- ML infrastructure optimization
- Performance monitoring
Impact
Join an early-stage startup working with major media partners. Shape core architecture decisions and build systems that make stories more accessible and enjoyable for everyone.
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