Staff Engineer Design - Data Scientist at Infineon Technologies AG Australia

Bengaluru, karnataka, India -

Full Time

Start Date

Immediate

Expiry Date

12 Feb, 26

Salary

0.0

Posted On

14 Nov, 25

Experience

2 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Python, Unix, Machine Learning, Data Engineering, DataOps, SQL, NoSQL, Elastic Search, Generative AI, EDA Tools, TensorFlow, PyTorch, Keras, Data Processing Pipelines, Data Management, Data Ingestion

Industry

Semiconductor Manufacturing

Description

Own implementation ideas and coordinate with the Technical Lead Cooperation and implementation of the tasks is carried out independently , several tasks can be taken on in parallel Dive into the data to find key insights that impact the business Candidate must have the ability to interact with a worldwide cross-functional team & domain experts and collaborate productively is a necessity. A strong software engineering background is mandatory with emphasis on Python, Unix-based development. Coordination of requirements with customers and suppliers, problem analysis Evaluation of possible solutions based on the defined requirements Implementation of the solution, including coordination with the interfaces Quality assurance and preparation of the necessary documentation Representation and presentation of the results Data Ingestion Pipeline to extract the data from the EDA tools Data Management framework to extract insights from the captured. Qualifications and skills to help you succeed: Bachelor's / Master's Degree in Computer Science, Electrical/Electronic Engineering. Minimum 3 years of experience working on Generative AI (LLM, VLM, AI Agent) and Minimum 1 years of experience in the field of understanding the EDA (Electronic Design Automation) tool chain and design flow. Proficient in Python programming language, with experience in using popular libraries and frameworks such as NumPy, pandas, and scikit-learn, and ability to write efficient and effective code. Strong understanding of machine learning concepts, including supervised and unsupervised learning, regression, classification, clustering, etc. Strong understanding of frameworks such as TensorFlow, PyTorch, and Keras, and ability to generate high-quality, realistic data such as images, videos, and text. Experience with data engineering and DataOps best practices. A good background in UNIX/Linux and experimental data handling is strongly desired. Experience building large-scale data processing pipelines. Working proficiency in SQL/ NoSQL/ Elastic search. Experience working with big data - identifying trends, patterns, and outliers in large volumes of data. Able to learn R&D aspects of the product like Placement, Routing, Congestion etc. We are on a journey to create the best Infineon for everyone. This means we embrace diversity and inclusion and welcome everyone for who they are. At Infineon, we offer a working environment characterized by trust, openness, respect and tolerance and are committed to give all applicants and employees equal opportunities. We base our recruiting decisions on the applicant´s experience and skills.

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Responsibilities

The Staff Engineer Design - Data Scientist will own implementation ideas and coordinate with the Technical Lead, diving into data to find key insights that impact the business. Responsibilities include coordinating requirements with customers and suppliers, problem analysis, and implementing solutions while ensuring quality assurance and documentation preparation.