Job Description

As an R&D Engineer, you will lead the design and development of Network Management applications for Optical Transport and SDH/SONET networks. You will leverage data science expertiseincluding advanced modeling, feature engineering, and time-series database management along with proficiency in Python and GoLang, to build efficient, scalable solutions. This role also involves implementing CI/CD pipelines, mentoring junior developers, and collaborating across global teams in a fast-paced environment to drive innovation and excellence.

How You Will Contribute And What You Will Learn

Analyze data and apply suitable models, including univariate and multivariate approaches.
Be an expert in various learning models, including supervised, unsupervised, different neural network variations, and probabilistic and stochastic models for different data types.
Specialize in feature engineering, understanding the capabilities and limitations of different models.
Be proficient in Python, NumPy, Pandas, PyTorch, SciPy, Keras, TensorFlow, and GoLang.
Differentiate between Proof-of-Concept and Deployment phases for small- and large-scale data, with familiarity in CI/CD pipelines.
Adapt quickly to new technologies and tools, demonstrating a proven ability to learn and apply Optical Transport knowledge.

Key Skills And Experience

You have:

Bachelor's degree or equivalent with 8 to 12 years of experience.
Proficiency in Python (NumPy, Pandas, PyTorch, TensorFlow), GoLang, Java (Spring), and time-series databases.
Knowledge of Optical Transport, Photonic/WDM, and SDH/SONET networks.

It would be nice if you also had:

Ability to lead a team and work in a fast-paced, iterative environment.
Skills to mentor and work with junior developers while excelling at execution.
Motivation for high-quality software development in challenging and geographically distributed environments.

About Us

About Nokia

Join us in creating the technology that helps the world act together.

We are a B2B technology innovation leader, pioneering networks that sense, think and act, putting the world's people, machines and devices in sync to create a more sustainable, productive and accessible future.

Learn more about life at Nokia .

About The Business Group

A robust digital backbone is the unsung hero of modern life, underpinning everything from daily interactions to cloud computing and critical infrastructure. The Network Infrastructure team is passionate about pushing the boundaries of what's possible in networking, tackling the toughest challenges and delivering innovative solutions.

We deliver trusted, purpose-built IP, optical, fixed, and data center solutions that power the internet, drive the global economy, and support the mission-critical industries that keep the world running.

Our recruitment process

We act inclusively and respect the uniqueness of people. Our employment decisions are made regardless of race, color, national or ethnic origin, religion, gender, sexual orientation, gender identity or expression, age, marital status, disability, protected veteran status or other characteristics protected by law. We are committed to a culture of inclusion built upon our core value of respect.

If you're interested in this role but don't meet every listed requirement, we still encourage you to apply. Unique backgrounds, perspectives, and experiences enrich our teams, and you may be just the right candidate for this or another opportunity.

The length of the recruitment process may vary depending on the specific role's requirements. We strive to ensure a smooth and inclusive experience for all candidates. Discover more about the recruitment process at Nokia .

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