Machine Learning Lead

Job Title : Machine Learning Lead (ML Lead)

Location : Sunnyvale, CA/ Austin TX (Onsite)

 

 

 JD :

10+ years experience

We are looking for an experienced and skilled Machine Learning Lead to design, develop, and deploy our ML-based projects, expert in Model inference - starting for routing to model optimization, kv cache optimization, Model training. As part of our team, your responsibility will encompass the whole machine learning pipeline, including data pre-processing and post-processing, selecting and architecting training models, model inferencing and supporting implementation.
Job Responsibilities:
• Collect and preprocess data sets from various sources and integrate them into our proprietary platforms.
• Develop predictive models from data, including extensive exploratory data analysis, model developments for various business use cases, and report performance feedback of models.
• Perform statistical analysis and constantly monitor the effectiveness of the deployed models.
• Analyze, architect, and implement appropriate machine learning infrastructure for data processing.
• Partner with security and IT to ensure data privacy and security.
• Experience in designing ML algorithms and packaging to execute on scalable platforms in products 
• Advanced experience in scripting languages such as Python and R.
• Experience with supervised and unsupervised group techniques and dimension reduction methods, decision trees, random trees, boosted decision trees, neural networks, deep learning, reinforcement learning, and clustering methods.
• Excellent problem-solving skills and the ability to prioritize tasks and assignments.
• Ability to clearly and effectively present information and work collaboratively with stakeholders.
• Excellent team management, project management, and customer experience development skills
Technical Skills: Python, Machine Learning, Pytorch,Tensor Flow, Deep Learning, MLLib.