This job posting isn't available in all website languages


For Nokia Internal Employee access Log in here

Join us at Nokia to connect the world

Search jobs

Internship - Bell Labs Internship Machine Learning for IoT device classification

Applied R&D
BLCTO Bell Labs & CTO
1700000K4Y Requisition #
Apply for Job
Share this Job
Sign Up for Job Alerts


One of our research projects is looking into ways to improve IoT security using state of the art machine learning (ML) techniques. By exploring the networking behavior of some popular IoT devices, we would like you to build a ML model that can learn normal usage behavior and detect possible anomalies. Your mission would be twofold:

- write scripts (in python or node.js) to mine this behavior from a live setup, as well as from online network traces,

- help with the construction, training and validation of such a model to capture the normal and anomalous behavior based on the collected data.


Key Responsibilities Area

- For a number of IoT and/or other connected devices, learn how to collect interesting behavioral (networking) characteristics

- Write the scripts to extract this data from a live setup and/or from online traces

- Evaluate and curate the collected data, and try to manually or automatically extract interesting features

- Help with the building, training and validation of a supervised/unsupervised ML model based on your collected data and/or features


- Good knowledge of Python and/or Node.js, and/or other scripting languages

- Basic knowledge about networking monitoring tools as well as networking protocols and/or flows

- Knowledge on supervised (e.g. deep learning) or unsupervised (e.g. clustering) learning techniques is a big advantage

- Any knowledge on SDN and/or OpenFlow is an advantage

Previous Job Searches

My Profile

Create and manage profiles for future opportunities.

Go to Profile

My Submissions

Track your opportunities.

My Submissions
Life at Nokia
Explore Employee Blogs
We create the technology to connect the world

Stay in touch with us through our social media channels:

Follow us on Facebook
Follow us on LinkedIn
See us on Glassdoor
Follow us on Twitter
Please try again.


Either there was a problem on our end with the action you just performed, or we are currently having technical difficulties with our system. Please try again later.

Teams at Nokia

See all jobs

Research & Development

See new jobs

Market & Sales development

See new jobs

Corporate services

See new jobs
Nokia is an equal opportunity employer that is committed to diversity and inclusion. At Nokia, 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.