• Job Description

  Req#: 17918

  The team you’ll be part of

  An exciting opportunity to work in the ever-changing Telecommunication Industry. As a member of (**Team Name**), for our (*** BG). You will be a part of a team whose objectives are to deliver in an environment where openness, trust, and autonomy are encouraged. Each team member selects the tasks to work on and exchanges daily with his/her teammates on the progress and challenges.

  
  
  

  Qualifications

  You have:

  • Master's degree or equivalent (PhD preferred) in Computer Science, Engineering, Mathematics, or a related field.
  • Previous Nokia intern or co-op with experience in AI/ML research including data cleansing, featurization, model tuning and evaluation.
  • Experience with LLM engineering stacks such as vLLM, TGI/TEI, LiteLLM, Ollama, gguf, ggml.

  It would be nice if you also had:

  • Experience with machine learning frameworks (e.g., TensorFlow, PyTorch) and NLP libraries (e.g., NLTK, spaCy, HuggingFace).
  • Experience with big data frameworks and technologies such as Spark, Kafka, Cassandra a plus.
  • Familiarity with GPU usage, containerization, orchestration, and cloud technologies.

  Responsibilities

  • Design, develop, and deploy advanced LLM models and algorithms to analyze and interpret complex textual and multimodal data.
  • Explore and prototype state-of-the-art LLMOps techniques to improve query-response performance.
  • Employ techniques in data curation and unstructured data synthesis to drive overall response quality.
  • Help develop and maintain domain-specific GenAI benchmarks. Conduct A/B testing, drift analysis, and other experimentation to optimize overall solution’s performance.
  • Optimize GenAI processing pipelines for performance, scalability, and resource efficiency.
  • Document, prepare, and present findings and insights to technical and non-technical stakeholders.

• 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.

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