AI/ML Engineer Offline

Department/Project Description
Our client is one of the United States largest high-speed Internet, video and phone providers to residential customers. Our project is a new ML direction aimed to enhance end-user experience in WiFi Mesh homes.

Job Requirements:

• Bachelor’s or Master’s degree in Data Science, Computer Science, Statistics, Applied Mathematics, or related field.
• Ability to write robust code in Python
• Proven practical experience in Machine Learning
• Solid understanding of Machine Learning fundamentals
• Experience with Deep Learning and model training using Pytroch/TensorFlow framework
• Linux
• Good applied statistics skills, such as distributions, statistical testing, regression, etc.
• Strong knowledge of ML frameworks such as scikit-learn, TensorFlow, PyTorch.
• Strong communication and visualization skills for storytelling with data.
• Comfortable working in collaboration with team and client based in US (EST time zone)
   

Preferred Qualifications (Nice to Have):

• Experience with Networking
• Ability to build and maintain MLOps and CI/CD pipelines
• SQL
• Experience with Graph Neural Networks
• Experience with mathematical optimization (specifically MIP problems)
• Experience working with models running on edge device (using onnx runtime, tflite/litert, etc)
• Ability to read, analyze and implement research papers
  
  Job Responsibilities
• Analyze large amounts of information to discover trends and patterns
• Undertaking data collection, preprocessing and analysis
• Participate in defining and building ML models and ML pipelines from scratch
• Presenting information using data visualization techniques
• Collaborate with engineering and product development teams