Nokia - Senior Technical Specialist - Neural Networks

1 day ago

Bengaluru, Karnataka, India Hirist Full time

Note : If shortlisted, you will be invited for initial rounds on 13th September'25 (Saturday) in Bengaluru

As a Senior Technical Specialist, you will play a key role in developing and maintaining network management applications for optical transport technologies, ensuring efficient configuration, fault supervision, and performance monitoring.

You will leverage your expertise in data science and machine learning to enhance network management capabilities, applying advanced models and feature engineering techniques.

With strong proficiency in Python, Java, GoLang, and cloud-based technologies, you will drive innovation, optimize performance, and enable seamless deployments through CI/CD pipelines.

As a Senior Technical Specialist, you will play a key role in developing and maintaining network management applications for optical transport technologies, ensuring efficient configuration, fault supervision, and performance monitoring.

You will leverage your expertise in data science and machine learning to enhance network management capabilities, applying advanced models and feature engineering techniques.

With strong proficiency in Python, Java, GoLang, and cloud-based technologies, you will drive innovation, optimize performance, and enable seamless deployments through CI/CD pipelines.

Your adaptability and leadership will help mentor junior developers, foster collaboration, and navigate the fast-paced, evolving landscape of optical network management.

This role offers the opportunity to make a significant impact on global deployments while continuously learning and growing in a cutting-edge technological YOU WILL CONTRIBUTE AND WHAT YOU WILL LEARN :

- Working on products including Photonic/WDM, Optical Transport, and SDH/SONET.

- Optics Network Management applications provide users with control over the network, including

configuration (infrastructure, end-to-end services), fault supervision, and performance monitoring.

- Applications interface with various Network Elements, provide a user-friendly graphical interface, and implement algorithms and functions to facilitate network management and reduce OPEX.

- Optics Network applications are deployed worldwide in hundreds of installations, serving customers ranging from large enterprises to small businesses.

- Contributing to new developments and maintaining applications to enhance functionality and improve customer SKILLS AND EXPERIENCE

You have :

- Bachelor's degree or equivalent, with 7 to 12 years of experience as a Data Scientist.

- Analyze data and apply suitable models (single variate, multivariate). Expertise in different learning models (Supervised, Unsupervised, and various Neural Network variations).

- Proficient in applying probabilistic and stochastic models to different data sets and performing feature engineering for various models.

- Stay up to date with the capabilities and limitations of different models and distinguish between real-time and batch processing needs.

It would be nice if you also had :

- Proficiency in NumPy, Pandas, PyTorch, SciPy, Keras, TensorFlow and GoLang, corresponding packages for Java, Python, and various Time Series databases.

- Ability to differentiate between Proof-of-Concept mode and Deployment for small- and large-scale data using CI/CD pipelines.

- Strong domain knowledge or the ability to learn the Optical Transport domain for effective feature engineering and Capable of leading a team and working in a fast-paced, iterative environment.

(ref:hirist.tech)

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