AI Solution Architect
Indexed description
Experience the freedom of remote work from anywhere in Georgia, whether from the comfort of your home, our modern offices in Tbilisi and Batumi or a coworking space in Kutaisi.
Responsibilities
- Plan, architect, and deploy AI systems, including Generative AI models and AI agents
- Integrate AI solutions into existing business and data infrastructures
- Evaluate and adopt suitable RAG (Retrieval-Augmented Generation) frameworks such as LangChain, Flowise, and RAGflow
- Ensure that frameworks and technologies align with enterprise goals and compliance requirements
- Design robust data pipelines for ingestion, transformation, and indexing
- Implement best practices for vector databases, semantic search, and knowledge-base indexing
- Devise prompt-engineering and response-validation mechanisms for reliable AI outputs
- Incorporate thorough testing, quality control, and RLHF (Reinforcement Learning from Human Feedback) techniques where applicable
- Architect agent-based solutions that can autonomously interact with systems and make informed decisions
- Integrate operator-based flows that augment human workflows
- Ensure solutions are scalable, secure, and manageable (MLOps/DevOps best practices)
- Uphold responsible AI principles — transparency, fairness, privacy, and ethical data usage
- Effectively communicate AI strategies and solution designs to both technical and non-technical stakeholders
- Collaborate across multidisciplinary teams to ensure AI initiatives are aligned with organizational objectives
- 8+ years of experience in software development and solution architecture, with a proven record of delivering enterprise solutions
- Deep understanding of Generative AI and large language models (LLMs)
- Practical experience in prompt engineering and fine-tuning techniques
- Hands-on experience with RAG frameworks: LangChain, Flowise, RAGflow
- Expertise in deploying agentic and operator-based solutions using autonomous AI agents
- Familiarity with indexing and semantic search technologies (e.g., Pinecone)
- Expertise in building robust knowledge-base indexes for accurate information retrieval
- Skills in creating and managing AI agents for automation, cognitive architectures, and autonomous operations
- Understanding reinforcement learning and cognitive agent architectures
- Knowledge of AI ethics, fairness, transparency, accountability, and responsible AI practices
- Implementation of governance frameworks and ethical guidelines
- Integrating AI seamlessly into existing operational workflows
- Familiarity with FastAPI, Kubernetes, and DevSecOps/MLOps practices
- Knowledge of semantic search, cognitive architectures, and reinforcement learning
- Continuous learning mindset and proactive exploration of emerging AI technologies
- Excellent stakeholder management and effective communication skills
- Capability to translate complex AI concepts into actionable insights for technical and non-technical audiences
- Excellent written and verbal communication skills in English (B2+ level)
- We connect like-minded people
- Delivering innovative solutions to industry leaders, making a global impact
- Enjoyable working environment, whether it is the vibrant office or the comfort of your own home
- Opportunity to work abroad for up to two months per year
- Relocation opportunities within our offices in 55+ countries
- Corporate and social events
- We invest in your growth
- Leadership development, career advising, soft skills and well-being programs
- Certifications, including GCP, Azure and AWS
- Unlimited access to EPAM's internal learning database
- Free English classes with certified teachers
- We cover it all
- Participation in the Employee Stock Purchase Plan
- Monetary bonuses for engaging in the referral program
- Comprehensive medical & family care package
- Five trust days per year (sick leave without a medical certificate)
- Benefits package (sports activities, a variety of stores and services)
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