10 of 10 Permanent ONNX Jobs

Python and ML libraries such as pandas, NumPy, scikit-learn, XGBoost, LightGBM, CatBoost, TensorFlow, Keras, PyTorch. Experience with model deployment and serving tools: ONNX, TensorRT, TensorFlow Serving, TorchServe. Familiarity with ML lifecycle tools: MLflow, Kubeflow, Azure ML Pipelines. Experience working with distributed data processing using PySpark. Solid understanding of software ...

Leading the full lifecycle of model development, from research and training to validation and performance benchmarking. Mastering model export to various formats such as ONNX, OpenVINO, and TensorRT to support a wide range of hardware. Working on model deployment strategies, including optimizing models for high-performance inference on both cloud ...

zones. Nice to have: Experience with implementing software tools to optimize code. Knowledge of ML frameworks such as PyTorch or TensorFlow. Knowledge of the ONNX format. Experience building, debugging, and shipping end‐to‐end ML systems in real‐world production environments. We adopt a holistic approach to our benefits programs ...

making independent decisions, while also being able to collaborate effectively within a team,* Familiar with common machine learning and model acceleration frameworks (e.g. PyTorch, ONNX, ONNX Runtime)* Experienced with Python data and matrix manipulation libraries (e.g. numpy and pandas),* Knowledgeable about Python memory management and optimising GPU usage (beneficial ...

Qualifications Excellent understanding and experience in deep learning model development, optimization and deployment (PyTorch, Torch compile, export workflows such as Torch Export and ONNX, performance profiling) Strong software engineering skills and experience building robust ML codebases Expert in Python, with additional experience in C++ or another systems language a plus ...

scripting for test automation and tooling Secure boot, signed firmware updates, cryptography or trusted firmware Motor control, industrial control, sensors or edge AI systems ONNX Runtime, TensorRT, Vitis AI or edge AI runtime awareness CI, automated tests, static analysis or structured software release practices Experience building customer demos or proof ...

production environments Hands‐on experience with PyTorch, Torchvision, OpenCV, and related ML tooling Experience optimising inference pipelines and working with deployment frameworks such as ONNX or TensorRT Ability to evaluate academic research and translate findings into practical product capabilities Strong architectural and problem‐solving skills with the ability to work ...

architectures. Data Experience: Solid understanding of geospatial data, vector embeddings, or semantic search. Edge Computing: Familiarity with running models under local hardware constraints (e.g., ONNX, TensorRT, CoreML). Programming Proficiency: Advanced skills in orchestration frameworks such as: Pydantic AI, AutoGen, or LangGraph. Education: Degree in Computer Science, Robotics, Engineering ...

Collaborate with data scientists, engineers, and stakeholders to translate business requirements into technical solutions. Optimize and deploy models using tools like TensorFlow Serving, TorchServe, ONNX, and TensorRT. Build and manage ML pipelines using MLflow, Kubeflow, and Azure ML Pipelines. Work with large‐scale data using PySpark and integrate models into … Python and ML libraries such as pandas, NumPy, scikit‐learn, XGBoost, LightGBM, CatBoost, TensorFlow, Keras, and PyTorch. Experience with model deployment and serving tools: ONNX, TensorRT, TensorFlow Serving, TorchServe. Familiarity with ML lifecycle tools: MLflow, Kubeflow, Azure ML Pipelines. Experience working with distributed data processing using PySpark. Solid understanding ...

Machine Learning Engineer - Shape Future AI Products & Accelerate Scientific Discovery with Us! Singer Instruments empower scientists in laboratories in over 60 countries to accelerate their research efforts on global challenges. We are looking for a ...