Senior AI Engineer with Kubernetes

We are seeking a highly skilled Senior AI Engineer with strong expertise in Kubernetes and vector database technologies to join our team. In this role, you will design, build, and scale production-grade AI systems, working with cutting-edge LLM frameworks, embeddings, and cloud-native infrastructure to deliver robust and high-performance solutions.

Responsibilities

• Deploy and manage Milvus vector databases, including schema design and index tuning (HNSW, IVF-FLAT)
• Build and maintain embedding and LLM pipelines using OpenAI API, Hugging Face, or Cohere
• Manage Kubernetes clusters, Helm charts, and containerized microservices in production
• Develop and maintain Docker containerization workflows, including multi-stage builds and registry management
• Design and deliver production-grade Python applications, integrating with Go, Java, or C++ where required
• Integrate object storage systems such as AWS S3, MinIO, or Google Cloud Storage
• Evaluate and implement alternative vector database solutions, including Qdrant, Pinecone, and Weaviate
• Collaborate cross-functionally with team members to deliver reliable, scalable AI services
• Ensure operational excellence, observability, and performance of deployed AI workloads

Requirements

• Bachelor's degree in Engineering with 5+ years of relevant experience
• Expertise in Milvus deployment, schema design, and index tuning (HNSW, IVF-FLAT)
• Familiarity with vector database alternatives such as Qdrant, Pinecone, Weaviate, PGVector, or Chroma
• Proficiency in building embedding and LLM pipelines using OpenAI API, Hugging Face, or Cohere
• Skills in Kubernetes cluster management, Helm charts, and containerized microservices
• Background in Docker containerization, multi-stage builds, and registry management
• Production-level Python development along with Go, Java, or C++
• Knowledge of object storage integration, including AWS S3, MinIO, or Google Cloud Storage
• Excellent verbal and written communication skills with strong team collaboration abilities
• Proficiency in English at an Upper-Intermediate level (B2) or higher

Nice to have

• Experience supporting large-scale RAG applications and multi-agent platforms
• Hands-on familiarity with LangChain, LlamaIndex, or custom pipelines
• Understanding of GPU scheduling, resource optimization, and inference acceleration
• Production experience with hybrid search, metadata filtering, and index tuning
• Implementation of LLM evaluation, governance, tracing, and monitoring tools
• Familiarity with CI/CD pipelines, Infrastructure-as-Code, and cloud-native deployment practices
• Prior work experience in the Oil and Gas industry
• Experience with Dataiku DSS
• Knowledge of SRE practices

Benefits

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)

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 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
• Four trust days per year for personal needs
• Discounts for fitness clubs
• Benefits package (hotels, restaurants, stores and services)

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
• Discounts in local language schools, including online courses for the Kazakh language

We cover it all:

• Participation in the Employee Stock Purchase Plan
• Monetary bonuses for engaging in the referral program
• Medical & family care package
• Six trust days per year (sick leave without a medical certificate)
• Coverage of psychology sessions of your choice
• Benefits package (sports activities, a variety of stores and services)
• Housing support program: preferential mortgage access via Otbasy Bank partnership

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:

• Monetary bonuses for engaging in the referral program
• Medical & family care package
• Six trust days per year (sick leave without a medical certificate)
• Coverage of psychology sessions of your choice
• Discounts for fitness clubs and sports programs
• Benefits package (sports activities, a variety of stores and services)

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

• Discounts in local language schools, including offline courses for the Uzbek language

We cover it all:

• Monetary bonuses for engaging in the referral program
• Medical & family care package
• Four trust days per year (sick leave without a medical certificate)
• Discounts for fitness clubs, dance schools and sports programs
• Benefits package (sports activities, a variety of stores and services)