Application Development Engineer ADE - ML
Application Development Engineer ADE - ML
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Salary Not Disclosed
1 Vacancy
Job Description
Who Youll Work With
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 problemsolving skills. If you also have experience in Agile frameworks and popular Machine learning models wed like to meet you.
The goal will be to build efficient programs and systems that serve user needs.
What Youll Do
- 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 finetuning 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 crossfunctional teams to implement datadriven solutions.
- Stay updated with the latest advancements in data science and machine learning.
- Study and transform data science prototypes
Qualifications :
- Bachelors Degree in Computer Science from a fouryear college or university or related experience and/or training; or equivalent combination of education and experience.
- 5 to 8 years experienced
- 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 Scikitlearn.
- 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
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Remote Work :
Yes
Employment Type :
Fulltime
Employment Type
Remote
Company Industry
Key Skills
- B2C
- Accounts Management
- Automation Testing
- Maintenance Engineering
- Data Analysis
