Bell Labs Internship on DevX in distributed AI/ML stream processing (Master student)
Belgium
World Wide Streams (WWS) is a cloud software platform for developing, distributing, and running real-time data pipelines. It is shipped as a set of containers that can be deployed with docker or Kubernetes in a hybrid-cloud architecture. It supports processing containers for Node-JS, Python, gstreamer, and custom implementations. Pipelines can be multi-modal supporting audio, video and event-based streams. The assembly of a pipeline is expressed in XStream, a DSL embedded in TypeScript. Pipelines can be created in an agile fashion using XStream IDE support, programmatic configuration in TypeScript, recursive adaptation, expressions for continuous queries, and a graphical management interface. In our lab, we connect WWS to both real and simulated sensors and cameras defined in a 3D simulation environment.
During your internship you will get hands-on experience using state-of-the-art software techniques. You will work with a research team to run experiments, build software prototypes and present your findings.
Duration: flexible, to be agreed (typically 3-4 months), starting time flexible
This internship can be part of a Master’s thesis.
Location: Antwerp (Belgium)
Please note that we are looking for a local candidate and that this is a non remunerated internship.
The student will learn how to setup WWS and assemble pipeline. His tasks and contributions will be based on one or more of the following topics:
- Add elements, animations, sensors and/or cameras in the 3D simulation (Webots/TypeScript/Python/C/Java)
- Assemble pipelines in XStream (TypeScript)
- Use extended-SPARQL expressions in a XStream
- Integrate the use of Python APIs in a pipeline (Python)
- Integrate an AI/ML pipeline
- Add, modify and integrate a gstreamer component in a pipeline (Python/C/Rust)
- Evaluate the XStream IDE support and AI programming assistance for distributed development and debugging tasks (TypeScript/JavaScript)
- Improve the UX of the deploygraph UI (TypeScript/React/Svelt)
- Student enrolled in a Bachelor/Master of Computer Science/Engineering.
- Programming skills in TypeScript and/or Python (C/Rust/Java is a plus)
- Hands-on with IDE and command line; basic knowledge of git, ssh (docker is a plus)
- Critical thinking and good communication skills
- Programming skills: web frontend and backend programming.
- Language skills: English
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.
Tags: Agile APIs Architecture Computer Science Data pipelines Docker Engineering Git Java JavaScript Kubernetes Machine Learning Pipelines Python React Research Rust TypeScript UX
Perks/benefits: Career development Flex hours
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Business Intelligence Engineer jobs
- Open Lead Data Analyst jobs
- Open Data Engineer II jobs
- Open Power BI Developer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Science Manager jobs
- Open Marketing Data Analyst jobs
- Open MLOps Engineer jobs
- Open Junior Data Scientist jobs
- Open Data Scientist II jobs
- Open Business Intelligence Developer jobs
- Open Business Data Analyst jobs
- Open Product Data Analyst jobs
- Open Data Analytics Engineer jobs
- Open Data Analyst Intern jobs
- Open Sr Data Engineer jobs
- Open Principal Data Scientist jobs
- Open Sr. Data Scientist jobs
- Open Senior Data Architect jobs
- Open Data Engineering Manager jobs
- Open Junior Data Engineer jobs
- Open Big Data Engineer jobs
- Open Data Quality Analyst jobs
- Open Azure Data Engineer jobs
- Open Research Scientist jobs
- Open GCP-related jobs
- Open Java-related jobs
- Open Data quality-related jobs
- Open ML models-related jobs
- Open Business Intelligence-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open PhD-related jobs
- Open Data visualization-related jobs
- Open Deep Learning-related jobs
- Open Finance-related jobs
- Open NLP-related jobs
- Open PyTorch-related jobs
- Open TensorFlow-related jobs
- Open LLMs-related jobs
- Open APIs-related jobs
- Open Generative AI-related jobs
- Open CI/CD-related jobs
- Open Snowflake-related jobs
- Open Consulting-related jobs
- Open Hadoop-related jobs
- Open Kubernetes-related jobs
- Open Data governance-related jobs
- Open Databricks-related jobs
- Open Airflow-related jobs