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Internship in Domain Adaptation for Time-Series Using Deep-Learning (80-100%)

ABB

Internship in Domain Adaptation for Time-Series Using Deep-Learning (80-100%)

ABB

Baden-Daettwil, Aargau, Switzerland

·

On-site

·

Internship

·

1mo ago

복지 및 혜택

Flexible Hours

Remote Work

필수 스킬

Python

Machine Learning

Physics

Electronics

At ABB, we help industries run leaner and cleaner—and every person here makes that happen. You’ll be empowered to lead, supported to grow, and proud of the impact we create together. Join us and help run what runs the world.

This position reports to:

Research Department Manager:

__

Your role and responsibilities In this role, you will have the opportunity to gain vocational experience through a temporary work placement. Each day, you will acquire knowledge by performing tasks as directed. You will also showcase your expertise by supporting ABB’s operations and enhancing personal education/employment opportunities.

The work model for the role is:
This role is contributing to the sensing and analytics research group in Baden-Dättwil, Aargau, Switzerland.

Main stakeholders are Automation and Electrification divisions.

Ignite your career in data science and signal processing by contributing to our innovative projects as a research intern. Leverage your technical skills to enhance the precision and efficiency of our measurement systems.

You will be mainly accountable for:

  • Exploring new ideas and developing early‑stage AI approaches for time‑series data augmentation, while working closely with different teams to support ongoing activities.
  • Reviewing and comparing generated data with real field data to help reduce differences and improve the usefulness of the results.
  • Measuring experimental data in the laboratory to enrich your dataset.
  • Documenting your work clearly, including methods, findings, and lessons learned, to ensure the team can easily follow and build on your progress.
  • Using simple physics‑based simulations (e.g., Modelica or LTSpice) when helpful to complement the AI‑generated data. (Optional)

Our team dynamics

You will join a dynamic, talented and diverse team, where you will be able to thrive.

Qualifications for the role

  • You are currently pursuing a degree (enrollment to 5th semester or higher is essential) in data science, signal processing, electronics or a related discipline
  • You are highly skilled in physics and electronics and you enjoy working with python, machine learning
  • You are the innovator who makes things work, and the scientist who investigates why they don’t
  • You are comfortable communicating in English
  • You hold a current valid VISA/work permit for Switzerland or a confirmation for a mandatory internship from your university

More about us

Electrification provides leading electrical distribution and management technologies, solutions and services to electrify the world in a safe, smart and sustainable way. The portfolio includes medium- and low-voltage electrical components, switchgear, digital devices, enclosures, and circuit breakers, among others. With our products, solutions and services, we collaborate with customers to improve power delivery and security, enhance energy management, efficiency and operational reliability, as we seek to achieve a low carbon society. go.abb/electrification

We look forward to receiving your application.

The recruiting process is being led by Mara Werne, Talent Partner at ABB Switzerland, Ltd.

If you want to discover more about ABB, take another look at our website www.abb.com.

Call to action

Be part of something bigger. This is where progress is powered, teams initiate action, and we move the world forward together. Run What Runs the World.

Building a cleaner, smarter future takes all kinds of minds: the curious, the courageous, and the creative. That's why we welcome people from all backgrounds and experiences.

Ready to make an impact?

Apply today or visit

https: //www.abb.com to learn more about the impact of our solutions across the globe.

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ABB 소개

ABB

ABB

Public

ABB is a multinational technology corporation that provides electrification, robotics, automation, and motion solutions for industrial and infrastructure applications.

10,001+

직원 수

Zurich

본사 위치

$28.5B

기업 가치

리뷰

3.4

10개 리뷰

워라밸

2.5

보상

4.0

문화

4.2

커리어

3.0

경영진

2.8

65%

친구에게 추천

장점

Great team culture and supportive colleagues

Excellent benefits and competitive compensation

Professional development and training opportunities

단점

Heavy workload and overwhelming demands

Frequent overtime and high-pressure environment

Management lacks direction and poor leadership communication

연봉 정보

405개 데이터

Mid/L4

Senior/L5

Mid/L4 · Project Manager

102개 리포트

$117,433

총 연봉

기본급

$109,179

주식

-

보너스

$8,254

$79,130

$175,443

면접 경험

5개 면접

난이도

3.8

/ 5

소요 기간

14-28주

합격률

20%

경험

긍정 0%

보통 60%

부정 40%

면접 과정

1

Application Review

2

Phone Screen

3

Technical Interview

4

System Design/Panel Interview

5

Onsite/Final Round

6

Offer Decision

자주 나오는 질문

Technical Knowledge

System Design

Behavioral/STAR

Past Experience

Problem Solving