Job Description
Role Overview : Solutions Architect – GenAI
Location : Malaysia | Please note : This will be a regional role and thus, we are only considering local applicants from who do not require visa sponsorship
The Solutions Architect leads the end-to-end design, presentation, demonstration and rollout of Generative AI agents on AWS Cloud, focusing on high-scale, production-ready solutions. This role combines deep technical expertise in AI frameworks, cloud architecture, and application development to deliver scalable GenAI solutions. The architect will work with cross-functional teams to design and implement robust AI systems while mentoring development teams and presenting complex technical concepts to stakeholders.
Key Responsibilities
Agent Development & Deployment
- Design and execute end-to-end deployment strategies for Generative AI agents on AWS Cloud infrastructure
- Architect high-scale, production-ready AI solutions capable of handling enterprise-level workloads
- Implement and optimize various AI frameworks ( LangChain , CrewAI , AutoGen , Llamaindex ) for specific use cases
- Develop sophisticated prompt engineering techniques and fine-tuning strategies for optimal AI performance
High-Scale Architecture & Development
Design and implement scalable, fault-tolerant architectures for AI applications handling millions of requestsBuild full-stack applications using modern development practices and cloud-native technologiesCreate robust microservices architectures with proper load balancing, auto-scaling, and disaster recoveryImplement event-driven architectures and serverless patterns for optimal performance and cost efficiencyTechnical Leadership & Implementation
Develop comprehensive REST APIs for AI agent interactions with proper authentication, rate limiting, and monitoringDesign and optimize database architectures for AI workloads, including vector databases and traditional RDBMSImplement Infrastructure as Code using Terraform for consistent and repeatable deploymentsCreate automated CI / CD pipelines for seamless AI model deployment and updatesCommunication & Mentoring
Present complex technical concepts and AI solutions to executive stakeholders and technical teamsLead technical workshops and training sessions on GenAI best practices and implementation strategiesMentor development teams on AI integration, cloud architecture, and modern development practicesCollaborate with cross-functional teams to align technical solutions with business objectivesRequirements
Qualifications
8+ years of experience in cloud architecture and application development with focus on scalable systems1+ years of hands-on experience with Generative AI, LLMs, and AI agent frameworksExpert-level proficiency in both Python and Node.js with demonstrated production experienceStrong understanding of REST API design, implementation, and best practicesComprehensive knowledge of database concepts including SQL, NoSQL, and vector databasesBeginner to intermediate proficiency in Terraform for infrastructure automationExcellent communication skills with proven ability to present to technical and non-technical audiencesExperience mentoring development teams and providing technical guidanceTechnical Expertise
AI Frameworks : Hands-on experience with LangChain , CrewAI , AutoGen , Llamaindex , and similar frameworksPrompt Engineering : Advanced understanding of prompt techniques, few-shot learning, and chain-of-thought reasoningAWS Services : Deep knowledge of AWS services including SageMaker, Bedrock, Lambda, ECS, RDS, and CloudFormationHigh-Scale Architecture : Experience designing systems that handle high throughput and concurrent usersDatabase Systems : Proficiency with PostgreSQL, MongoDB, Redis, and vector databasesDevelopment Tools : Experience with Docker, Kubernetes, Git, and modern development frameworksPreferred Skills
Domain Knowledge : Experience in Telco and Banking industries is highly valuedAWS Certifications : Solutions Architect Professional or Machine Learning Specialty certificationAdvanced Terraform : Experience with complex infrastructure automation and multi-environment deploymentsSecurity : Understanding of enterprise security patterns and compliance requirementsPerformance Optimization : Experience with system performance tuning and cost optimizationTechnical Competencies
Programming & DevelopmentPython : Advanced proficiency with AI / ML libraries (transformers, langchain , fastapi , pandas)Node.js : Expert-level knowledge with Express.js, TypeScript, and modern JavaScript frameworksAPI Development : RESTful services, GraphQL , webhook implementations, and API gateway patternsDatabase Management : Query optimization, indexing strategies, and database performance tuningCloud & Infrastructure
AWS Cloud : Comprehensive understanding of AWS services and best practicesTerraform : Infrastructure as Code implementation and managementContainerization : Docker and Kubernetes for scalable deploymentsMonitoring : CloudWatch, Prometheus, and custom monitoring solutionsAI & Machine Learning
GenAI Frameworks : Production implementation of various AI agent frameworksPerformance Optimization : Techniques to optimize the performance of prompt and LLMsVector Operations : Embedding generation, similarity search, and vector database optimizationPrompt Engineering : Advanced techniques for optimizing AI responses and behaviorSoft Skills & Leadership
Presentation Skills : Ability to create compelling technical presentations for various audiencesTeam Mentoring : Experience guiding junior developers and technical teamsProblem Solving : Strong analytical thinking and troubleshooting capabilitiesCommunication : Clear technical writing and documentation skillsProject Management : Ability to manage complex technical projects and deliverablesBenefits
What We Offer
An opportunity to be part of an agile, highly proficient and experienced AI / ML teamAn opportunity to work on challenging data science and machine learning problems with customers and seeing your work deployed in actionA fast-paced software development environment that uses the latest open-source tools across the development stackBenefits
We provide a competitive salary and benefits package, a vibrant work environment, and numerous opportunities for professional growth. You'll have the opportunity to work with a team of industry experts on exciting projects that transform businesses and create significant value. Join us to revolutionize the way companies leverage technology for digital transformation.
OnebyZero is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
