We invite you to embark on a transformative journey as a Platform/DevOps Engineer, where you’ll be pivotal in shaping the evolution of our foundational in-memory data grid smart cache application (XAP) while contributing to an innovative Generative AI endeavour.
Your role will be central to orchestrating the deployment, automation, and maintenance of our pioneering Generative AI infrastructure, facilitating groundbreaking advancements in data science.
Responsibilities
- Create a deployment package for a new Generative AI application
- Automate the build, deployment, and testing pipelines for our LLM models
- Develop and implement CI/CD development processes
- Develop and Support managed service (SaaS) for a new Generative AI application
- Design, implement, and manage the infrastructure for our generative AI platform, including
- compute, storage, and networking resources
- Develop and maintain vector database packaging
- Support PoCs and production deployments (willing to travel from time to time)
Requirements
- B.Sc. in Computer Science or a related technical field (or equivalent work experience)
- 5+ years of experience as a DevOps Engineer or Software Engineer
- Deep programming skills with one of Python, Golang, TS or similar programming languages
- 5+ years of experience in managing cloud environments(AWS) with IaaC tools (terraform/terragrunt/ansible)
- 3+ years of experience with containerized environments and container orchestration tools like Kubernetes, Docker, and Helm
- Extensive experience with Linux operating system
- 3+ years of experience using CI/CD tools for automated software delivery (Jenkins/GitHub actions)
Will be a plus
- Experience with generative a development frameworks, such as Langchain or llamaindex
- Experience with Tensorflow and PyTorch
- Experience with MLOps tools
- Experience with vector databases (Milvus, Pinecone) and embeddings
- Experience with LLMs interfaces and popular LLMs hubs, such as HuggingFace
- Experience with open source LLMs such as mistral or Llama
What we offer
- Competitive salary and benefits package
- Medical insurance
- Tax compensation
- Full Remote
- Collaborative and innovative work environment
- Career growth and development opportunities
- A chance to work with a talented and driven team of professional
About the project
Our client develops a unique in-memory platform using innovative Machine Learning technologies. The product aims to help businesses’ achieve data and analytics processing needs with the highest speed, and to deliver real-time performance by reproducing companies’ data to the in-memory data store. An impressively fast-growing company that partners with the most leading enterprises from all over the world within various industries including healthcare, telecommunications, retail, etc.
