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Open nowFirst seen 32 hours ago

AI Engineer

George Bernard Consulting185 open roles

Where
Colombo, Sri Lanka, Remote
Work mode
Remote
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Your applicationOpen nowAI EngineerGeorge Bernard Consulting · Colombo, Sri Lanka, Remote
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Share of postings closed within
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  2. 4.3%3 days
  3. 11.5%7 days
  4. 18.1%14 days
  5. 35.6%30 days
  6. 44.6%60 days
This job: first seen 32 hours ago

The posting

  • Design, develop, train, evaluate, and optimize machine learning and deep learning models.
  • Perform feature engineering, data preparation, and dataset validation to improve model performance.
  • Translate business and technical requirements into measurable machine learning objectives and success metrics.
  • Conduct experiments, benchmarking, and model evaluations to validate and improve ML solutions.
  • Develop modular and reusable Python pipelines for data preprocessing, feature extraction, model training, and inference.
  • Deploy machine learning models as scalable APIs or microservices with proper versioning and experiment tracking.
  • Build and maintain automated training and inference workflows while monitoring model accuracy, latency, and drift in production environments.
  • Optimize model inference and data pipelines for performance using CPU/GPU optimization techniques such as batching,mixed precision (FP16), and parallel processing.
  • Containerize machine learning applications and implement CI/CD pipelines to support reliable deployments.
  • Design and maintain ETL pipelines for processing structured and unstructured data, including image, audio, and video datasets.
  • Implement logging, monitoring, and alerting to ensure the reliability, scalability, and continuous improvement of ML services.
  • Collaborate

Requirements

  • Minimum 2 years of experience in AI, Machine Learning, or Deep Learning development.
  • Strong knowledge of supervised and unsupervised learning, deep learning, and transfer learning techniques.
  • Experience working with CNNs, RNNs, Transformers, computer vision, and multimodal AI models.
  • Proficiency in Python programming and Bash scripting.
  • Experience developing REST APIs using FastAPI or Flask.
  • Hands-on experience with PyTorch, TensorFlow, Scikit-learn, NumPy, Pandas,OpenCV, Librosa, Hugging Face, OpenCLIP, and TorchVision.
  • Familiarity with Docker, GitHub, CI/CD pipelines, MLflow, Weights & Biases, ONNX, and TorchScript.
  • Working knowledge of Linux environments, SSH, GPU utilization, multiprocessing, and basic AWS cloud services.
  • Experience designing scalable machine learning systems and deploying production-ready ML microservices.
  • Strong debugging, troubleshooting, and performance optimization skills.
  • Ability to write clean, maintainable, and scalable code following software engineering best practices.
  • Strong analytical, problem-solving, and experimentation skills.
  • Excellent technical documentation, communication, and collaboration skills.
  • Understanding of Agentic AI concepts, including AI agents, workflow orchestration,tool integration, and autonomous task execution using modern LLMframeworks.
  • Experience working directly with clients to understand business requirements and translate them into practical, scalable AI/ML solutions.
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