As a key member of a dedicated engineering team, you will contribute to the development of a cutting-edge AI Agentic Framework for a major multinational automotive manufacturer. The project focuses on modernizing a vehicle eCommerce platform, transitioning from a legacy monolithic system to a cloud-native, MACH-architected (Microservices, API-first, Cloud-native, Headless) solution within Google Cloud Platform.
The primary goal is to establish a foundational AI platform that supports the deployment of autonomous AI agents across the enterprise, enhancing innovation, scalability, and operational efficiency in a direct-to-consumer digital sales environment.
Responsibilities
Search Architecture: Design and implement high-performance indices with optimal structuring and mapping for diverse data types.
System Optimization: Perform full-text search tuning using BM25 and other ranking algorithms to ensure precision and relevance.
Hybrid Search Development: Build and maintain hybrid search systems that combine vector (semantic) and lexical search capabilities.
Infrastructure Management: Scale distributed search systems to ensure high availability and robust performance.
Security & Compliance: Implement search security protocols, including RBAC, TLS, and access control, while adhering to cloud-native privacy principles.
Development & Integration: Write efficient code for data preparation, indexing, and API interaction, utilizing Docker and Kubernetes for automated deployment.
Collaboration: Work closely with cross-functional teams to integrate AI agents into the broader eCommerce ecosystem and ML pipelines.
Requirements
Total Professional Experience:8+ years
Technical Skills
Search Engines: Deep expertise in Elasticsearch, OpenSearch, or Vertex AI Search, including architecture, core principles, and DSL queries (aggregations and filters).
Vector Search: Proven experience creating and optimizing vector embeddings and implementing hybrid search models.
Cloud & DevOps: Strong hands-on experience with Google Cloud Platform (GCP), Docker, and Kubernetes.
Programming: Ability to write clean, efficient code for data processing and API integration.
CI/CD: Solid understanding of CI/CD principles specifically tailored to ML pipelines and search services.
Experience & Soft Skills
AI Frameworks: Familiarity with AI agentic frameworks, LLM Observability, prompt engineering, and AgentOps.
Architecture: Experience designing scalable, fault-tolerant AI architectures.
Communication: Excellent interpersonal skills with the ability to collaborate effectively in a fast-paced, evolving environment.
Tools: Knowledge of AI development environments, including visual IDEs, debugging tools, and testing frameworks.
Nice to have
Strong understanding of AI agentic frameworks, including concepts like LLM Observability, LLM models management, prompt engineering, AgentOps, and various agent frameworks.
Expertise in designing scalable and fault-tolerant AI architectures.
Experience with cloud-native security, privacy, and compliance principles.
Familiarity with various AI agent complexity categories and their associated development efforts.
Knowledge of tools and technologies used in AI development environments, including visual IDEs, debugging tools, and testing frameworks.
Excellent communication and interpersonal skills to collaborate effectively with cross-functional teams and stakeholders.
Ability to work in a fast-paced and evolving environment.
We offer
Opportunity to work on bleeding-edge projects
Work with a highly motivated and dedicated team
Competitive salary
Flexible schedule
Benefits package - medical insurance, sports
Corporate social events
Professional development opportunities
Well-equipped office
About Us
Grid Dynamics (NASDAQ: GDYN) is a leading provider of technology consulting, platform and product engineering, AI, and advanced analytics services. Fusing technical vision with business acumen, we solve the most pressing technical challenges and enable positive business outcomes for enterprise companies undergoing business transformation. A key differentiator for Grid Dynamics is our 8 years of experience and leadership in enterprise AI, supported by profound expertise and ongoing investment in data, analytics, cloud & DevOps, application modernization and customer experience. Founded in 2006, Grid Dynamics is headquartered in Silicon Valley with offices across the Americas, Europe, and India.
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