12 Nov
|
State Street
|
Hyderabad
12 Nov
State Street
Hyderabad
Job Title : DevOps Engineer - AI/ML Platform Experience : 8-12+ years - About the Role
Key Responsibilities :
- Automate infrastructure provisioning using Infrastructure as Code (IaC) tools.
- Deploy and manage containerized workloads using Kubernetes.
- Implement MLOps workflows for model training, validation, deployment, and monitoring.
- Optimize cloud resources for performance, scalability, and cost efficiency.
- Monitor platform health, troubleshoot production issues, and ensure high availability.
- Implement security best practices, including secrets management, IAM, and compliance controls.
- Collaborate with data scientists, ML engineers, software developers, and platform teams.
- Establish observability solutions using logging, monitoring, and tracing tools.
Required Skills : DevOps & Cloud
- Strong experience with at least one major cloud platform:
- Amazon Web Services (AWS)
- Microsoft (Azure)
- Google (GCP)
- Expertise in Linux system administration.
- Experience with containerization technologies such as:
- Docker
- Kubernetes
- Strong knowledge of Infrastructure as Code:
- Terraform
- Ansible
- CI/CD tools such as:
- Jenkins
- GitHub Actions
- GitLab CI/CD
AI / MLOps
- Experience supporting AI/ML workloads in production.
- Knowledge of MLOps frameworks and tools:
- MLflow
- Kubeflow
- Experience with model deployment, model serving, and monitoring.
- Understanding of GPU-based infrastructure and distributed training environments.- Experience integrating AI services and APIs.
Monitoring & Security
- Monitoring and observability:
- Prometheus
- Grafana
- OpenTelemetry
- Security and secrets management:
- HashiCorp Vault
- Knowledge of DevSecOps practices.
Preferred Qualifications :
- Experience with Large Language Models (LLMs)
and Generative AI platforms.
- Experience with Retrieval-Augmented Generation (RAG) architectures.
- Certifications in AWS, Azure, GCP, Kubernetes, or Terraform.
- Experience managing multi-cloud or hybrid-cloud environments.
Nice-to-Have :
- Python scripting and automation.
- Experience with data pipelines and streaming technologies.
- Knowledge of cost optimization for AI infrastructure.
- Experience building internal developer platforms and self-service infrastructure.
Success Criteria
- Highly available and secure AI/ML platform.- Reduced infrastructure provisioning time through automation.
- Improved reliability, observability, and operational efficiency of AI workloads.
Why this job is key to us
The team you will be joining is a part of Charles River Development (or CRD), that became a part of State Street in 2018. CRD helps create enterprise investment management software solutions for large institutions in the areas of institutional investment, wealth management, and hedge funds. Together we have created the first open front-to-back platform - State Street Alpha, that was launched in 2019.
Why this job is important to us
The team you will be joining is a part of Charles River Development (or CRD), that became a part of State Street in 2018. CRD helps create enterprise investment management software solutions for large institutions in the areas of institutional investment, wealth management and hedge funds.
Together we have created the first open front-to-back platform - State Street Alpha, that was launched in 2019.
Responsibilities :
- Demonstrated ability to deliver complex platforms into production, not just define architecture.
- Drive technical excellence by working to analyse, design, develop, test, and debug large and complex software enhancements and solutions within Charles River’s business and technical problem domains including modifications to core frameworks and other primary facilities critical to system operation
- Collaborate with Business Analysts and Product Managers to create simple and sustainable software solutions for complex problems
- Provide thought leadership in the design of product architecture within and beyond the team’s scope of responsibility
- Direct problem solving for projects or major phases of projects to resolve advanced software technical issues- Provide informed guidance and critical analysis of proposed changes during code reviews
- Write unit and automation tests to ensure a high-quality end product
- Contribute to written design and API documentation, and participate in customer documentation process
- Identify ways of improving development test methodologies contribute to and related test methodology frameworks
- Develop automate test and conduct manual tests to ensure a high-quality product
- Provide expert level troubleshooting on large, mission critical client implementations
- Actively assist team leaders in the agile software development process by adhering to and advancing the CRD scrum methodology, including attending all daily standups, sprint planning, backlog grooming, and retrospectives
- Plan and coordinate cross-team activities groups
📌 Cloud Platform Engineer - Api, Officer (Hyderabad)
🏢 State Street
📍 Hyderabad