MLOps engineer

We are seeking an experienced MLOps Engineer with deep expertise in cloud services such as Azure ML and AWS SageMaker, providing end-to-end MLOps operations and services.

• Develop and optimize MLOps pipelines for scalable model development and deployment.
• Automate model training, deployment, monitoring, and testing workflows.
• Manage data pipelines, ensuring efficient training data preparation.
• Implement model performance tracking and versioning using MLflow
• Deploy and fine-tune open-source LLM models for various business use cases.
• Utilize vLLM, LiteLLM, BentoML, Ollama for optimized LLM inference and deployment.
• Monitor and evaluate LLM performance across different metrics including latency, accuracy, and cost-effectiveness
• Develop AI-based solutions for product category classification and product data enrichment.
• Implement dynamic price optimization models and forecast price and demand trends.
• Build AI systems to select optimal recommerce channels for selling products, based various business factors, including price seasonality and inventory costs.

• End-to-end ML pipelines (Azure ML, AWS SageMaker, MLflow), Docker, Kubernetes, CI/CD for ML.
• Deploying open-source LLMs (Llama, Mistral, R1), optimizing LLM inference, RAG, fine-tuning.
• Python, ML frameworks (PyTorch, TensorFlow), microservices, data pipelines.
• Evaluating and fine-tuning ML/LLM models, tracking metrics, optimizing AI solutions.

• You have FLEXIBLE working conditions and a COOPERATIVE environment
• Competitive salary
• Many CHALLENGING and exciting projects with new opportunities and learning
• GROWTH opportunities, skills and competencies improvement, and professional certification
• In-company TRAINING (English, Software / DevOps / Project management / Design / Business)
• We are a friendly team of 150+ professionals where everyone is able to achieve high results and grows professionally not only due to their own knowledge and skills but also with the support of colleagues.
• In order to have a highly motivated team, Velvetech invests in their people, additional education, certification, and others.
• You choose your career path and we are here to support you!