Intellias is a global technology partner empowering businesses to accelerate their digital transformation. We provide innovative solutions and services that drive growth and efficiency for our clients.
What project we have for you
Client as a fast-growing tech startup offering an AI-powered platform that automates trade compliance and ESG processes. It helps businesses reduce risks, cut costs, and streamline documentation for global trade operations across various industries.
Join a fast-scaling tech company on a greenfield AI infrastructure project. You’ll play a foundational role in building, from scratch, the entire MLOps environment for a highly automated Azure-based AI platform used for large language model operations.
What you will do
- Implement and deploy Azure-based MLOps infrastructure according to the established architecture.
- Set up and manage Kubernetes (AKS), Argo CD, Argo Workflows, PostgreSQL with pgvector, MLFlow, Redis, and Blob Storage components.
- Build CI/CD pipelines using IaC tools, enabling automated deployments and scaling.
- Integrate MLFlow for experiment tracking, prompt management, and observability.
- Implement secure secret management, database encryption, and SSO with Azure Active Directory.
- Migrate and refactor existing repositories into modular services, following the planned structure.
- Configure monitoring tools for AI model performance, prompt usage, and infrastructure health.
- Collaborate closely with existing team to ensure smooth deployment and operations.
- Document processes, configurations, and operational best practices for long-term maintainability.
What you need for this
- 5+ years of experience as ML Engineer with solid hands-on experience with MLOps in cloud environments (ideally Azure)
- Proven track record implementing infrastructure with AKS and containerized workloads.
- Experience with Argo CD and Argo Workflows or similar GitOps tools.
- Proficiency in setting up CI/CD pipelines and IaC(Terraform, Bicep or ARM templates).
- Strong experience with MLFlow for tracking experiments and managing ML artifacts.
- Skilled in Python for automation, scripting, and integration tasks.
- Familiarity with PostgreSQL, especially with vector extensions (pgvector is a plus).
- Experience with Azure Redis Cache and Azure Blob Storage.
- Strong knowledge of cloud security best practices (secret management, SSO, encryption)
- Detail-oriented with strong documentation and collaboration skills.
Will be a plus:
- Hands-on experience integrating OpenAI APIs or working with LLMs.
- Familiarity with Azure DevOps, Microsoft Defender for Cloud, and web application firewalls.
- Knowledge of Traefik or similar reverse proxy solutions.
- Background in prompt observability or prompt engineering.
- Experience with advanced monitoring tools for AI pipelines.
- Certifications in Azure, Kubernetes, or MLOps-related fields.
Technology stack:
- Cloud & Infrastructure (AKS, Azure Virtual Network, Azure Load Balancer, Azure DNS, Azure Key Vault, AAD)
- CI/CD & Automation (Argo CD, Argo Workflows, Terraform, Bicep, Azure-native tools)
- MLOps & AI Tools (MLFlow, pgvector, Azure Cache for Redis, Azure Blob Storage, OpenAI API)
- Development & Containerization (Helm, Docker, Python)
- Monitoring & Observability (MLFlow, Azure Monitor, Grafana)
What it’s like to work at Intellias
At Intellias, where technology takes center stage, people always come before processes. By creating a comfortable atmosphere in our team, we empower individuals to unlock their true potential and achieve extraordinary results. That’s why we offer a range of benefits that support your well-being and charge your professional growth.
We are committed to fostering equity, diversity, and inclusion as an equal opportunity employer. All applicants will be considered for employment without discrimination based on race, color, religion, age, gender, nationality, disability, sexual orientation, gender identity or expression, veteran status, or any other characteristic protected by applicable law.
We welcome and celebrate the uniqueness of every individual. Join Intellias for a career where your perspectives and contributions are vital to our shared success.
