Dutech Systems seeks a Senior Machine Learning Engineer to design, develop, deploy, and optimize AI/ML solutions in production environments. The role focuses on LLMs, MLOps, computer vision, and cloud platforms, collaborating with data scientists and DevOps teams.
Responsibilities
Design, develop, deploy, and maintain production-grade ML/AI solutions.
Build and optimize LLM applications using GPT, BERT, T5, Hugging Face, Ollama.
Develop RAG systems, prompt engineering, and fine-tuning workflows.
Implement MLOps pipelines with MLflow, Kubeflow, Airflow, Weights & Biases.
Deploy AI workloads across AWS, Azure, GCP, OCI.
Design scalable infrastructure with Docker, Kubernetes, Ansible, CI/CD.
Develop models for forecasting, anomaly detection, recommendation systems, and computer vision.
Optimize model performance via quantization, pruning, distillation.
Support distributed training and manage SQL/NoSQL/vector databases.
Automate infrastructure provisioning and maintain AI governance.
Requirements
8+ years experience in cloud platforms (AWS, Azure, GCP, OCI).
8+ years experience with DevOps (Docker, Kubernetes, Ansible, CI/CD).
Strong SQL (PostgreSQL, MySQL) and NoSQL/vector database experience.