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описание
Remote work is available only from within Ukraine.
EPAM Systems is a global provider of software development, IT services, and digital platform engineering solutions, operating across multiple industries and countries to support professional growth and technical excellence for its workforce.
задачи
Design and implement agentic AI systems, including autonomous and multi-agent architectures, optimized for production-grade environments;
Utilize LangChain and LangGraph frameworks in designing interactive AI-driven systems;
Apply RAG (Retrieval-Augmented Generation) evaluation techniques to improve AI efficiency and performance;
Develop scalable, high-performance backend solutions in Python optimized for data-driven AI applications;
Drive cloud-based deployments and manage infrastructure, leveraging AWS services for scalability and reliability;
Integrate vector database technologies to enable advanced data retrieval and storage capabilities for LLM workflows;
Optimize AI-driven systems by developing and implementing efficient algorithms and data structures;
Analyze, debug, and troubleshoot system bottlenecks, ensuring smooth operation of deployed AI solutions;
Collaborate with cross-functional teams to ensure seamless integration of the AI systems into larger platforms;
Manage end-to-end AI product development lifecycles, from concept to deployment;
Document system architectures, workflows, and processes for knowledge sharing and maintenance;
Stay up-to-date with advancements in AI and machine learning to continuously innovate and refine solutions.
требования
3+ Years of experience in AI/ML engineering or data science roles;
Expertise in designing agentic AI systems, including autonomous or multi-agent architectures;
Strong programming background in Python and AI/ML frameworks;
Proficiency with LangChain and LangGraph frameworks for building advanced AI tools;
Solid experience with AWS and deploying scalable AI systems in cloud environments;
Background in machine learning methodologies, algorithms, and data structures design;
Competency in leveraging relational and non-relational database systems, especially vector databases, for AI applications;
Strong analytical skills with a focus on solving complex, real-world problems efficiently;
Capability to work in fast-paced environments with a solutions-driven mindset;
English B2+ level;
Nice to have: Familiarity with .NET for data integration or adjacent system development.
условия
Work on a flexible schedule remotely or from comfortable offices or coworking spaces in Ukraine;
Receive necessary equipment to perform work tasks;
Change projects and technology stacks within EPAM;
Gain experience in various business domains such as Insurance, E-commerce, Healthcare, Finance, Travelling, Media, and Artificial Intelligence;
Relocation opportunities may be available for eligible candidates, depending on the role and openings at other EPAM locations;
Participate in volunteer, charity programs, and technical or interest-based communities;
Access professional growth opportunities including career path planning, regular feedback, and free English improvement with certified teachers;
Get opportunities for free training and certification in AWS, GCP, or Azure Clouds, internal E-learn training, and corporate accounts on LinkedIn Learning and Get Abstract;
Study at EPAM Solution Architecture School and develop as a leader through specialized management programs;
Receive vacation and sick leave, including sick leave without a medical certificate;
Access Voluntary Medical Insurance programs with medical treatment, preventive options, and sports activities, plus medical insurance for family members at corporate rates;
Receive company support during significant life events and psychological comfort support with discounts on mental health specialist services;
Benefit from the E-kids program providing free programming language training for employees' children.