Machine Learning Developer
7 days ago
A Data Scientist's Dream Role
We are seeking a highly skilled and motivated individual to fill the position of Application Development Engineer at Arista Networks. This role offers the opportunity to design and develop innovative machine learning systems that drive business growth and improvement.
The ideal candidate will have a strong background in software development, data science, and machine learning, with experience in designing and implementing complex systems, working with large datasets, and applying statistical analysis and machine learning techniques to solve real-world problems.
In this role, you will be responsible for collecting, processing, and cleaning large datasets from various sources, designing machine learning systems, developing machine learning applications, running machine learning tests and experiments, performing statistical analysis and fine-tuning using test results, training and retraining systems when necessary, visualizing data and presenting findings to stakeholders using data visualization tools, verifying and deploying programs and systems, troubleshooting, debugging and upgrading the existing systems, recommending and executing improvements, creating technical documentation for reference and reporting, collaborating with cross-functional teams to implement data-driven solutions, and staying updated with the latest advancements in data science and machine learning.
The successful candidate will possess a bachelor's degree in computer science from a four-year college or university or related experience and/or training; or equivalent combination of education and experience. They will have 5 to 8 years of experience in software development, attention to detail, knowledge of Python and SQL, understanding of data structures, data modeling and software architecture, deep knowledge of math, probability, statistics and algorithms, ability to write robust code in Python, experience with machine learning frameworks like TensorFlow, PyTorch, or Scikit-learn, proficiency in data visualization tools such as Tableau, Power BI, or Matplotlib, experience in using Jupyter notebooks to collaborate on research is a plus, familiarity with Agile software development methodology, creative thinking and team player skills, willingness to adopt new technologies, excellent communication skills, and resourcefulness and troubleshooting aptitude.
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