Lqs Data Analytics, Visualization and Modeling

3 weeks ago

Ottawa, Canada Ciena Full time

**Ciena is committed to our people-first philosophy. Our teams enjoy a culture focused on prioritizing a personalized and flexible work environment that empowers an individual’s passions, growth, wellbeing and belonging. We’re a technology company that leads with our humanity—driving our business priorities alongside meaningful social, community, and societal impact.**

**Why Ciena?**
- We’re a company **rooted in people**—seeking to create a **vibrant and inclusive environment**, where everyone feels they can belong.
- Accelerate your career path by gaining **hands-on experience** and exposure to the latest technology. Our interns and graduates work on **real projects** in real time in world class labs. Be a part of tomorrow’s future - today.
- ** Mentoring. Networking. Leadership Opportunities**. We recognize that the learning doesn’t stop when you leave school - we champion a team environment for development and provide the tools to achieve success.
- We are big proponents of **life-work integration. **Our people make a big difference at Ciena, but we want to shine light on their differences outside of working hours too. CienaCares supports non-profit causes important to employees by matching employee financial contributions and dedicating time for volunteering.

**The Opportunity**:
4 month work term: September - December 2023

**How You Will Contribute**:
Ciena's customers run many of the largest telecommunications networks in the world connecting hundreds of millions of users. The Liquid Spectrum (LQS) team invents software tools and algorithms which empower owner operators to understand the state of their networks, plan for the future and recognize opportunities for improving network performance. As a member of the LQS team you will have access to large-scale performance monitor, alarm and topology datasets. This data will be used to construct tools to understand and optimize network performance. Projects may include the development of graphical user interfaces, statistical models, and optimization algorithms using reinforcement learning or other approaches.

**Requirements**:

- Excellent analytical and problem-solving skills (background in Computer Science, Engineering, Math, Physics, etc.)
- Strong programming skills and the ability to learn Python
- Motivated self-starter with strong written and oral communications skills.
- Able to collaborate effectively in person as well as remotely.

**Additional Assets**:

- Experience with SQL
- Experience developing user interfaces with frameworks such as React or Plotly Dash
- Expertise in graph theory and or graph libraries such as NetworkX
- Experience implementing reinforcement learning algorithms.
- Familiarity with statistical techniques such as importance sampling.
- Knowledge of optical networking


**At Ciena, we are committed to building and fostering an environment in which our employees feel respected, valued, and heard. Ciena values the diversity of its workforce and respects its employees as individuals. We do not tolerate any form of discrimination.**

**If contacted in relation to a job opportunity, please advise Ciena of any accommodation measures you may require.

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