Data Science Engineer

1 month ago

Bengaluru, Karnataka, India Arista Networks Full time
Job Summary

Arista Networks is seeking a highly skilled Data Science Engineer to join our team. As a Data Science Engineer, you will be responsible for designing and developing machine learning systems, collecting and processing large data sets, and applying statistical analysis and machine learning techniques to solve complex business problems.

Key Responsibilities
  • Design and develop machine learning systems to solve complex business problems.
  • Collect, process, and clean large data sets from various sources.
  • Apply statistical analysis and machine learning techniques to solve complex business problems.
  • Develop machine learning applications according to requirements.
  • Select appropriate datasets and data representation methods.
  • Run machine learning tests and experiments.
  • Perform statistical analysis and fine-tuning using test results.
  • Train and retrain systems when necessary.
  • Visualize data and present findings to stakeholders using data visualization tools.
  • Verify and deploy programs and systems.
  • Troubleshoot, debug, and upgrade existing systems.
  • Recommend and execute improvements.
  • Create technical documentation for reference and reporting.
  • Collaborate with cross-functional teams to implement data-driven solutions.
Qualifications
  • 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.
  • 5 to 8 years experience.
  • 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 thinker and team player.
  • Should be ready to adopt new technologies.
  • Excellent communication skills.
  • Resourcefulness and troubleshooting aptitude.
Nice to Have
  • Working experience in Docker and K8s deployments.
  • Working experience in AWS/GCP.
  • Working experience with network technologies.
Additional Information

Arista Networks is an equal opportunity employer. Arista makes all hiring and employment-related decisions in a non-discriminatory manner without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or any other factor determined to be unlawful under applicable federal, state, or local law. All your information will be kept confidential according to EEO guidelines.

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