Principal Technical Specialist
India
Nokia
As a technology leader across mobile, fixed and cloud networks, our solutions enable a more productive, sustainable and inclusive world.Family Description
Applied R&D (AR) consists of target-oriented research either with the goal of solving a particular problem / answering a specific question or for multi-discipline design, development, and implementation of hardware, software, and systems including maintenance support. Supplies techno-economic consulting to clients. AR work is characterised by its detailed and complex nature in order to systematically combine existing knowledge and practices to further developing and incrementally improving products, operational processes, and customer-specific feature development.
Subfamily Description
Software (SWA) comprises the definition, specification, and allocation of requirements from different sources utilising knowledge of systems engineering processes (specification & architecture). Contains processing of use case and feature requirements into conceptual models, operational scenarios, technical requirements, and functional description. Covers specification, design, implementation, and unit testing of Software (e.g. device drivers, microcode, hardware-related software & firmware) according to the requirements and architecture defined in the systems engineering process. Covers establishment and maintenance of Software Configuration Management (SCM) practices into software development projects, continuously building and integrating infrastructure tools and systems.
R&D Software Development Engineer for Network Management of Optics Division products including Photonic/WDM, Optical Transport, SDH/SONET.
Optics Network Management applications provides to the user the control of the network in terms of configuration (infrastructure, end to end services), fault supervision, performance monitoring.
Optics Network Management applications interface with the different Network Elements, provides friendly graphical User interface and implement algorithms and function to enable easier management of the network and OPEX reduction.
Optics Network Management applications are deployed all around the word in several hundreds of installations ranging from huge to small customers.
The SW development Engineer for Optics Network Management will be part of Development team and will provide contribution in new developments and maintenance of applications with the target to increase functionality and customer satisfaction.
Data Scientist
Looking for a senior developer with BE / MCA / MTech degree in Computer Science or relevant streams having 15 to 18 years of experience that would fulfil a data-scientist role.
- In this role, it would be required to:
- Look at the data and be able to apply suitable models (single variate, multivariate)
- Be expert in different learning models (Supervised, Unsupervised, different variations of Neural Networks).
- Be expert in applying probabilistic and stochastic models for different pieces of data.
- Be expert in feature engineering for the various models.
- Be current with capabilities and deficiencies of different models.
- Be able to differentiate real-time and batch processing needs.
- Tool Knowledge
The developer would be knowledgeable in (with very minimal learning curve) in:- Python
NumPy, Pandas, PyTorch, SciPy, , Keras, TensorFlow amongst others. - GoLang
corresponding packages to Python. - Java
Spring, Various Time Series databases.
- Python
- Production and Deployment
- The developer who can clearly differentiate between a Proof-of-Concept mode and Deployment for small and large scale data.
- The developer who is familiar with the CI/CD pipelines.
- Training the model and its deployment.
- Adaptability
- As technology and tools change rapidly in this domain, the developer will exhibit proven skills to learn and adapt quickly
- As the feature engineering needs knowledge of the domain, the developer should be able to understand/learn the Optical transport domain.
- Leadership behavior
- The developer should be able to lead a team and work in a fast-paced iterative environment
- The developer should have skills to mentor and work with Junior developers and be good at execution.
- Motivated for high Quality Software development in challenging and geographically distributed environments.
- Self-organizing capabilities
Come create the technology that helps the world act together
Nokia is committed to innovation and technology leadership across mobile, fixed and cloud networks. Your career here will have a positive impact on people’s lives and will help us build the capabilities needed for a more productive, sustainable, and inclusive world.
We challenge ourselves to create an inclusive way of working where we are open to new ideas, empowered to take risks and fearless to bring our authentic selves to work
What we offer
Nokia offers continuous learning opportunities, well-being programs to support you mentally and physically, opportunities to join and get supported by employee resource groups, mentoring programs and highly diverse teams with an inclusive culture where people thrive and are empowered.
Nokia is committed to inclusion and is an equal opportunity employer
Nokia has received the following recognitions for its commitment to inclusion & equality:
- One of the World’s Most Ethical Companies by Ethisphere
- Gender-Equality Index by Bloomberg
- Workplace Pride Global Benchmark
At Nokia, we act inclusively and respect the uniqueness of people. Nokia’s 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.
Join us and be part of a company where you will feel included and empowered to succeed.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture CI/CD Computer Science Consulting Engineering Feature engineering Golang Java Keras NumPy Pandas Pipelines Python PyTorch R R&D Research SciPy TensorFlow Testing
Perks/benefits: Career development
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