GSSTech Group
Posted 2 months ago
Senior Technology Engineer - AI/ML Platforms
BengaluruOn-siteFull-time
AI Summary
Senior Technology Engineer focusing on AI/ML platforms, MLOps, and scalable inference systems; designs, deploys, and optimizes AI-driven solutions across on-prem and cloud with GenAI/LLM focus.
About this role
We are seeking a highly skilled Senior Technology Engineer with strong expertise in ** AI/ML platforms, MLOps, and scalable inference systems . The ideal candidate will play a critical role in designing, deploying, and optimizing AI-driven solutions across on-premises and cloud environments, with a focus on GenAI and LLM-based applications **.
Requirements
Key Responsibilities
- Design, build, and maintain containerized applications using ** OpenShift, OpenShift AI, Kubernetes, and Helm Charts **.
- Integrate and optimize AI inference engines such as ** Triton Inference Server and vLLM** for high-performance model serving.
- Lead **end-to-end model lifecycle management **, including deployment, monitoring, scaling, and maintenance in production environments.
- Implement robust monitoring and alerting frameworks using ** Prometheus and Grafana **.
- Collaborate on GenAI and Large Language Model (LLM) initiatives, including ** Agentic AI systems **.
- Develop and manage CI/CD pipelines using ** Jenkins, Ansible, Groovy, and Terraform **.
- Build automation tools and scripts using Python to improve system efficiency and reliability.
- Architect and manage **AI/ML solutions on AWS Cloud , leveraging services such as Amazon SageMaker and AWS Bedrock **(preferred).
- Design and enhance AI platforms across hybrid environments (on-premise and cloud).
- Ensure systems are **scalable, resilient, and high-performing **.
- Contribute to architecture design decisions and define the future roadmap of AI platform capabilities.
Required Skills & Experience
- Strong experience in **MLOps, AI/ML platform engineering, or related roles **.
- Expertise in container orchestration using Kubernetes/OpenShift.
- Hands-on experience with AI inference optimization (TensorRT, ONNX Runtime, Triton, vLLM).
- Proficiency in cloud platforms (AWS preferred).
- Experience with **CI/CD and Infrastructure as Code tools **(Jenkins, Terraform, Ansible).
- Strong programming skills in **Python **.
- Knowledge of monitoring tools like Prometheus and Grafana.
- Experience working with LLMs, GenAI, or AI-based products is highly desirable.
Preferred Qualifications
- Experience with **GPU acceleration and performance tuning **.
- Exposure to **Agentic AI frameworks and LLM orchestration tools **.
- Familiarity with **hybrid cloud architectures **.
Soft Skills
- Strong problem-solving and analytical thinking
- Ability to work in fast-paced, collaborative environments
- Excellent communication and stakeholder management skills
Skills
Agentic AIAI Inference OptimizationAmazon SageMakerAnsibleAWS BedrockCI/CDGenAIGitGrafanaGroovyHelm ChartsInfrastructure As CodeJenkinsKubernetesLLMsModel Lifecycle ManagementMonitoring And AlertingONNX RuntimeOpenShiftOpenShift AIPrometheusPythonTensorRTTerraformTriton Inference ServerVLLM
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