Nokia
Applied AI/ML Research Solutions Developer - Bell Labs
This job is now closed
Job Description
- Req#: 17970
- Minimum of a Master's degree in Telecommunications and networking fundamentals, Computer Science, Machine Learning, or Applied Mathematics
- Proven 1+ years of experience (academic or industrial) in at least 3 of the following fundamental skills:
- AI/ML: Fundamentals, Deep Learning, and/or Reinforcement Learning
- Network: Fundamentals, Protocols, Devices, Monitoring, Security
- Data: Data Structures & Algorithms, Databases (relational & non-relational), Big Data Technologies
- Programming: Python, Version Control (Git), Testing & Debugging
- Architecture and Compute: Microservices, API Design, CUDA
- DevOPs: Docker, Kubernetes, Jenkins, CI/CD, Scripting (Python, Bash, PowerShell), Monitoring & Logging
- Willingness to contribute with creative, out-of-the-box solutions, to problems arising in a dynamic environment, under high market pressure
- The ability to understand and communicate key underlying ideas, concepts, and associated problems in complex research papers and system reports.
- Experience in one or more of these advanced topics:
- Digital Twins: Omniverse, Unity, 3D Modeling, uncertainty modeling
- Networks: Anomaly Detection, Performance Optimization, Capacity Planning, Automation, Troubleshooting
- Generative AI: Large language models, Chain of Thought prompting
- Time series analysis and Causal Reasoning
- Excellent track record of research impact through product or service creation, publications, and patents
- Excellent verbal and written communication skills
- Take the time to understand real-world challenges across different sectors, particularly in telecommunications, data centers, and industrial automation.
- Explore state-of-the-art innovations in artificial intelligence, machine learning, and computing and identify their applicability to address real-world challenges.
- Quickly design, build, and implement innovative solutions and pipelines that can be seamlessly integrated into real-world systems and platforms.
- Collaborate with other researchers in Nokia Bell Labs and external partners,
- Manage individual priorities, deadlines, and deliverables.
- Generate intellectual property through the patenting of ideas.
- Publish in industry track conferences and journals.
The team you’ll be part of
The AI-Accelerator Group at Nokia Bell Labs is a unique group within the AI Research lab that strives to bridge the gap between research and practical solutions by developing high impact solutions using cutting edge research innovations in the fields of artificial intelligence, machine learning and computing. This group is expanding within Nokia Bell Labs Canada. The Applied Research Solutions Developer applies state of the art AI/ML research to develop practical solutions for solving real-world problems.
Qualifications
Your skills and experience
You have:
It would be nice if you also had:
Responsibilities
What you will learn and contribute to
In your work, you will leverage state-of-the-art research to build integration-ready solutions with real-world applicability, working closely with Bell Labs Researchers and external partners in academia and industry. As part of this mission-focused team, you will:
About the company
Nokia’s transition to a primary focus on telecommunications began in the 1990s. The first GSM call was made in 1991 using Nokia equipment. Rapid success in the mobile phone sector allowed Nokia to become by 1998, the best-selling mobile phone brand in the world. In 2003 Nokia introduced the first camera phone. In 2011, to address increasing competition from iOS and Android operating systems, Nokia entered into a strategic partnership with Microsoft. In 2014 Nokia sold its mobile and devices division to Microsoft. The creation of Nokia Networks, following the buy-out of joint-venture partner Siemens in 2013, laid the foundation for Nokia’s transformation into primarily a network hardware and software provider. The 2015 acquisition of Franco-American telecommunications equipment provider Alcatel-Lucent greatly broadened the scope of Nokia’s portfolio and customer base. Additional acquisitions have positioned Nokia to be an industry leader in the transition to 5G wireless technology by offering the only end-to-end 5G network portfolio available on a global basis. In 2016 the Nokia brand re-entered the mobile handset market through a licensing agreement with HMD Global, allowing them to offer phones under the Nokia brand.