People Matter

Application Development Engineer (ADE) - ML

Arista Networks

Arista Networks

Software Engineering, Data Science
Bengaluru, Karnataka, India
Posted on Tuesday, July 9, 2024

Company Description

Arista Networks is an industry leader in data-driven, client-to-cloud networking for large Data Centre, Campus and Routing environments. What sets us apart is our relentless pursuit of innovation. We leverage the latest advancements in cloud computing, artificial intelligence, and software-defined networking to provide our clients with a competitive edge in an increasingly interconnected world. Our solutions are designed to not only meet the current demands of the digital landscape but to also anticipate and adapt to future challenges.

At Arista we value the diversity of thought and perspectives that each employee brings to the table. We believe that fostering an inclusive environment, where individuals from various backgrounds and experiences feel welcome, is essential for driving creativity and innovation.

Arista Networks is looking for a Software Developer to build and implement software tools and Machine Learning models. The ADE will work with other Developers throughout the software development life cycle.

The role necessitates Team Player abilities with a keen eye for detail and problem-solving skills. If you also have experience in Agile frameworks and popular Machine learning models, we’d like to meet you.

The goal will be to build efficient programs and systems that serve user needs

Job Description

  • Collect, process, and clean large data sets from various sources.
  • Design machine learning systems
  • 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 the existing systems
  • Recommend and execute improvements
  • Create technical documentation for reference and reporting
  • Collaborate with cross-functional teams to implement data-driven solutions.
  • Stay updated with the latest advancements in data science and machine learning.
  • Study and transform data science prototypes

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 modelling 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 law law. All your information will be kept confidential according to EEO guidelines.