Senior Machine Learning Engineer
Vng Solutions
VSOL is a digital enabler with a mission to help public and private organizations evolve their businesses through data and technology. We provide an end-to-end service from consulting to execution that drives the growth and innovation of our clients. As VSOL is in a phase of rapid expansion, we offer a dynamic, creative environment that accelerates your personal and professional development. We are looking for talented individuals eager to develop in international markets while contributing to the company’s future in a constructive and supportive manner.
Responsibilities:
- Design and implement end-to-end ML pipelines including data ingestion, feature engineering, model training, evaluation, and deployment.
- Build and maintain MLOps infrastructure for model versioning, experiment tracking, and automated retraining.
- Optimize model performance for latency, throughput, and resource efficiency in production environments.
- Collaborate with data scientists to translate experimental models into production-ready systems.
- Design and implement computer vision pipelines for image classification, object detection, segmentation, and tracking.
- Build and deploy real-time video analytics and processing systems.
- Implement image and video preprocessing, augmentation, and quality enhancement pipelines.
- Design and deploy LLM-powered applications including chatbots, content generation systems, and intelligent agents.
Requirements
- Bachelor’s degree in computer science, AI, Machine Learning, or related field.
- 5+ years of experience in software engineering with at least 3 years focused on machine learning systems.
- Hands-on experience with ML frameworks such as PyTorch, TensorFlow, etc.
- Strong understanding of CNN architectures (ResNet, EfficientNet, ConvNeXt) and vision transformers (ViT, Swin, DINO) priorities.
- Experience with object detection frameworks (YOLO, Faster R-CNN, DETR) and instance/semantic segmentation.
- Proficiency with LLM orchestration frameworks such as LangChain, LlamaIndex, or Semantic Kernel. Knowledge of embedding models and semantic search techniques.
- Deep understanding of transformer architectures and attention mechanisms.
- Proficiency with cloud platforms (AWS, Azure, or GCP) and their ML services.
- Experience with containerization (Docker, Kubernetes) and CI/CD pipelines.
- Familiarity with MLOps tools such as MLflow, Kubeflow, Weights & Biases, similar.
Preferred Qualifications
- Experience deploying LLMs or transformer-based models in production
- Knowledge of model serving frameworks (TensorRT, vLLM, Triton Inference Server).
- Experience with feature stores and vector databases.
- Background in real-time inference systems or streaming architectures.
- Contributions to open-source ML projects.
- Advanced degree in Computer Science, Machine Learning, Computer Vision, or related field.
Why you’ll love working here
- Working in start-up environment, English-speaking, with opportunity to be part of innovation team and global projects.
- Onsite opportunities in UAE (United Arab Emirates) and KSA (Kingdom of Saudi Arabia).
- 13th-month salary, performance bonus
- Premium Health insurance for employees and family members (depending on level), Annual Health Check, Government Insurance in probation
- 14++ days of Annual leave and 5 days of Outing leave
- Lunch allowance and free parking
- Taxi & phone allowance (depending on level)
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