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Software Engineer - Machine LearningSanta Clara, California, United States

Volterra

Software Engineer - Machine Learning

Santa Clara | California | United States

About the position:
Volterra is looking for Machine Learning Engineers to join our growing data science team located in Santa Clara and Bangalore. You will work on a team focused on the development of novel methods using pattern recognition and machine learning to solve different problems related to connectivity, security, and compliance in autonomous systems. Data will be generated by various services and applications of Volterra Edge Services platform.
You will collaborate with architects of different services, business stakeholders, and application developers to help in design of edge services and to architect an advanced applied AI system.

Responsibilities:
  • Architect and design intelligent data science applications that serve the diverse requirement of edge computing solutions
  • Innovate on strategies to extract and deliver useful ML features from existing datasets and come up with strategies to collect and normalize new data
  • Learn and apply the constantly evolving, latest ML research to enable novel applications and improve upon existing ones
  • Code while considering performance, scalability, maintainability, and flexibility
  • Chip in to design end-to-end system architecture, working with different technical teams
  • Collaborate with architects, UX designers, and product owners to build delightful data visualizations
  • Share the knowledge with code reviews and suggestions to ensure quality of product according to standards, processes and procedures

Minimum qualifications:
  • BS in Computer Science
  • 6+ yrs. of experience in any of following: Python, C++
  • Strong working knowledge of Python ML related libraries like sklearn, pandas and numpy
  • Expertise in any one of the DL libraries such as Tensorflow, Keras, PyTorch, Caffe
  • Good understanding of statistics and high-dimensional data analysis

Preferred qualifications:
  • MS or PhD in Computer Science
  • Experience with time series data analysis and anomaly detection
  • Experience in performance tuning and deployment of ML applications
  • Experience with text analysis problems such as machine translation and text classification

About the company:
Volterra is a startup focused on Edge Computing and funded by leading venture firms - Microsoft Ventures, Mayfield and Khosla Ventures.
Volterra offers a comprehensive benefits package for full-time employees: Medical, Dental, and Vision Insurance; Flexible Spending Accounts (health & dependent care); Life and AD&D Insurance; Short-Term and Long-Term Disability Insurance; 401K; and un-accrued flexible time off.
We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.

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