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Machine Learning Intern

  • Internship
    Full-time
    Summer Internship
  • Data
    Software Engineering
  • Westford
  • Quick Apply

AI generated summary

  • You must be enrolled in a relevant master's program, skilled in Python and SQL, have a solid math foundation, know ML libraries, problem-solve independently, and work in Westford, MA, twice weekly.
  • You will select and prototype machine learning methods for anomaly detection and develop scalable data processing pipelines using tools like Hadoop, Impala, Flink, and Airflow.

Requirements

  • Currently enrolled in a computer science/data science masters degree program
  • Strong programming skills in Python as it relates to machine learning, data science, and big data frameworks.
  • Strong understanding of SQL for analytics use cases
  • Strong foundation in mathematics, statistical analysis, and probability.
  • Extensive experience and knowledge of machine learning frameworks/libraries such as XGBoost, PyTorch, Tensorflow, etc
  • Ability to independently decompose larger problems and progressively work a solution to completion
  • Ability to quickly pickup new tools and technologies to assist in rapid prototypes
  • Ability to employ good judgment in efficiently selecting methods, techniques, and evaluation criteria for obtaining results
  • Ability to work in the Westford MA office at least two days per week

Responsibilities

  • Selection, prototyping, and evaluation of machine learning capabilities such as unsupervised, online anomaly detection utilizing latest tools and techniques.
  • Architect and develop large-scale, distributed data processing/machine learning pipelines using technologies like Hadoop, Impala, Flink, and Airflow.

FAQs

What is the main focus of the Machine Learning Intern position at Ribbon Communications?

The main focus is to assist in the design and development of machine learning solutions specifically for Ribbon Analytics, a big data network analytics and security product.

What kind of technologies will I be working with as a Machine Learning Intern?

You will be working with technologies like Hadoop, Impala, Flink, Airflow, and contemporary machine learning and data pipeline frameworks.

What qualifications are required for the Machine Learning Intern position?

Candidates must be currently enrolled in a computer science or data science master's degree program and possess strong programming skills in Python, a solid understanding of SQL, and a foundation in mathematics and statistical analysis.

Is prior experience in machine learning frameworks necessary for applying?

Yes, candidates should have extensive experience and knowledge of machine learning frameworks/libraries such as XGBoost, PyTorch, and TensorFlow.

Are internships offered in-person or remotely?

The position requires the ability to work in the Westford, MA office at least two days per week, indicating a hybrid work model.

What skills can help candidates stand out in their application?

Preferred skills include experience with unsupervised anomaly detection, distributed systems, streaming systems, data engineering tools, and developing machine learning solutions in platforms like Openshift and AWS.

Are there any specific programming languages emphasized for this internship?

Yes, strong programming skills in Python are required, particularly as they pertain to machine learning, data science, and big data frameworks.

Is there a focus on any particular type of analysis in this internship?

Yes, the position has a focus on unsupervised analysis, particularly for anomaly detection in network data.

Who is eligible to apply for this position?

All qualified applicants will receive consideration for employment, and US Citizens and other parties authorized to work in the US are encouraged to apply.

What type of work environment can I expect at Ribbon Communications?

You can expect a dynamic work environment that involves working with new technologies and a strong emphasis on self-driven learning and problem-solving.

Global IP Optical Networking Solutions and Cloud to Edge Communications

Telecommunications
Industry
1001-5000
Employees

Mission & Purpose

Ribbon Communications (Nasdaq: RBBN) delivers communications software, IP and optical networking solutions to service providers, enterprises and critical infrastructure sectors globally. We engage deeply with our customers, helping them modernize their networks for improved competitive positioning and business outcomes in today's smart, always-on and data-hungry world. Our innovative, end-to-end solutions portfolio delivers unparalleled scale, performance, and agility, including core to edge software-centric solutions, cloud-native offers, leading-edge security and analytics tools, along with IP and optical networking solutions for 5G.