Internship - Reinforcement Learning for Stream
il y a 2 semaines
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.
The team you'll be part of
Nokia Bell Labs is the world-renowned research arm of Nokia, having invented many of the foundational technologies that underpin information and communications networks and all digital devices and systems.
The Data-Driven Software Systems Research department is an international team of research scientists working at the intersection of software systems and software engineering research.
Tagline
software #research #distributed #reconfiguration #stream processing.
What you will learn and contribute to
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.
Your skills and experience
- Student enrolled in a PhD or a Master of Computer Science/Engineering.
- Strong programming skills in Python and Java
- Programming skills in JavaScript/TypeScript is a plus.
- A proven track record in research, with publications in prestigious conferences and/or journals, is a big plus
- Familiarity with data stream processing frameworks (Apache Storm, Flink, Spark)
- Fluency in English is required.
Your tasks
- You will extend an existing prototype that uses RL, MCTS and MDP.
- You will profile benchmarks such as NEXMark and RIoTBench in distributed streaming systems.
- Present your results in wellprepared documents and/or presentations (and work towards a publication)
What we offer
Nokia offers flexible and hybrid working schemes, 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
- LGBT+ equality & best place to work by HRC Foundation
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.
Join us and be part of a company where you will feel included and empowered to succeed.
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