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SDE III Gen AI

External
inmobi logoInmobi · Bangalore, India
Full-timeOn-site4w ago
A/B TestingCachingComplianceComputer VisionDocumentationGCP
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Responsibilities

  • Design and implement production-ready generative AI applications that serve millions of users, from initial architecture through deployment and monitoring
  • Build advanced RAG (Retrieval-Augmented Generation) pipelines that combine vector databases, hybrid search, and intelligent caching to deliver sub-second response times
  • Develop multimodal AI systems that seamlessly integrate text, vision, and audio capabilities using state-of-the-art models
  • Architect scalable microservices that handle thousands of concurrent AI requests while optimizing for cost, latency, and reliability
  • Lead code reviews and technical design sessions, establishing best practices and architectural patterns that elevate the entire team's capabilities
  • Optimize large language models through fine-tuning techniques to achieve domain-specific performance improvements
  • Implement comprehensive MLOps practices including automated testing, model versioning, A/B testing frameworks, and real-time monitoring dashboards
  • Collaborate with product managers and stakeholders to translate complex business requirements into innovative AI solutions
  • Deploy AI models across multiple cloud platforms (GCP) using containerization and orchestration technologies
  • Create and maintain technical documentation, runbooks, and architectural decision records that enable knowledge sharing across teams
  • Mentor junior engineers through pair programming, technical talks, and hands-on guidance to accelerate their growth
  • Research and prototype emerging AI technologies to identify opportunities for competitive advantage
  • Gen AI Responsibilities
  • Fine-tune and optimize state-of-the-art language models for specific business use cases, achieving significant improvements in accuracy and relevance
  • Design multi-agent AI systems using frameworks to orchestrate complex workflows and decision-making processes
  • Implement advanced prompt engineering strategies including Tree of Thoughts, ReAct patterns, and automatic prompt optimization to maximize model performance
  • Build production-grade embedding systems that handle billions of vectors, implementing efficient indexing strategies and hybrid search capabilities
  • Develop computer vision pipelines using models for tasks ranging from object detection to visual question answering
  • Create secure AI applications with robust safeguards against prompt injection, jailbreaking, and data leakage while maintaining compliance with AI governance standards
  • Optimize token usage and implement intelligent caching strategies to reduce costs by 50-70% while maintaining quality
  • Design and implement evaluation frameworks that go beyond traditional metrics, incorporating human feedback loops and domain-specific quality measures
  • Build real-time AI inference systems capable of processing streaming data with sub-100ms latency requirements
  • Integrate multiple foundation models into unified applications, implementing fallback mechanisms and load balancing for high availability
  • Develop custom tools and functions that extend LLM capabilities, enabling models to interact with databases, APIs, and external systems
  • Implement advanced RAG techniques including contex

Benefits

Vision insurance

Additional Information

InMobi Advertising is a global technology leader helping marketers win the moments that matter. Our advertising platform reaches over 2 billion people across 150+ countries and turns real-time context into business outcomes, delivering results grounded in privacy-first principles. Trusted by 30,000+ brands and leading publishers, InMobi is where intelligence, creativity, and accountability converge. By combining lock screens, apps, TVs, and the open web with AI and machine learning, we deliver receptive attention, precise personalization, and measurable impact. Through Glance AI, we are shaping AI Commerce, reimagining the future of e-commerce with inspiration-led discovery and shopping. Designed to seamlessly integrate into everyday consumer technology, Glance AI transforms every screen into a gateway for instant, personal, and joyful discovery. Spanning diverse categories such as fashion, beauty, travel, accessories, home décor, pets, and beyond, Glance AI delivers deeply personalized shopping experiences. With rich first-party data and unparalleled consumer access, it harnesses InMobi's global scale, insights, and targeting capabilities to create high impact, performance driven shopping journeys for brands worldwide. Recognized as a Great Place to Work, and by MIT Technology Review, Fast Company's Top 10 Innovators, and more, InMobi is a workplace where bold ideas create global impact. Backed by investors including SoftBank, Kleiner Perkins, and Sherpalo Ventures, InMobi has offices across San Mateo, New York, London, Singapore, Tokyo, Seoul, Jakarta, Bengaluru and beyond. At InMobi Advertising , you'll have the opportunity to shape how billions of users connect with content, commerce, and brands worldwide. To learn more, visit www.inmobi.com


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