In this role, you will responsible for the following:
Builds machine learning based products/solutions, which provide descriptive, diagnostic, predictive, or prescriptive models based on data.
Uses or develops machine learning algorithms, such as supervised and unsupervised learning, deep learning, reinforcement learning, Bayesian analysis and others, to solve applied problems in various disciplines such as Data Analytics, Computer Vision, Robotics, etc.
Interacts with users to define requirements for breakthrough product/solutions.
In either research environments or specific product environments, utilizes current programming methodologies to translate machine learning models and data-processing methods into software.
Completes programming, testing, debugging, documentation and/or deployment of the solution/products.
Engineers Big Data computing frameworks, data modeling and other relevant software tools.
Responsible for building and optimizing machine learning and deep learning pipelines based on customer requirements.
Analyze the performance implication of the pipelines and help optimize the Bill of Materials considering the different compute options available (CPU, GPU, VPU). Profiling and benchmarking computer vision applications and support deployment at scale.
Should be able to validate models accuracy and performance for the desired KPIs and assess on model selection and retraining.
Should be able to support ISV technical questions and provide support for Intel ingredients.
- Experience on AI solutions applied to Visual Computing
- End to End AI / ML workload deployments on CPU, GPU, VPU
- Software developer skills in C++ and Python
- Gstreamer pipeline experience
- Experience in DL frameworks such as TensorFlow or Pytorch
- Computer vision profiling tools and pipeline analysis (Media and Inference)
- System software and performance analysis of full system
- Microservice and container based applications
- Root cause analysis for AI performance issues
Employees of the Internet of Things Solutions Group (IOTG) have an exciting opportunity before them: To grow Intel's leadership position in the rapidly evolving IoT market by delivering the best silicon, software and services that meet a wide range of customer requirements - from Intel® Xeon® to Intel® Quark®. The group, a fresh, dynamic collaboration between Intel's Intelligent Solutions Group and Wind River Systems, utilizes assets from across all of Intel in such areas as industrial automation, retail, automobiles and aerospace. The IOTG team is dedicated to helping Intel drive the next major growth inflection through productivity and new business models that are emerging as a result of IoT.