China Job Openings
Covestro
Machine Learning Engineer
FULL TIME
October 24, 2024
We are Covestro. We are curious. We are courageous. We are colorful. We refine chemical material solutions with game-changing products. Let us empower you to push boundaries. Join us and our 18.000 colleagues now and together we will make the world a brighter place.
Major Tasks and Responsibilities
Design, build, and optimize machine learning systems leveraging techniques like supervised/unsupervised learning, deep learning, reinforcement learning, and natural language processing
Develop robust data pipelines to collect, process, and prepare data for model training
Implement algorithms and deploy machine learning models into production environments
Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions
Conduct research into emerging machine learning techniques and tools to enhance our capabilities
Monitor model performance, identify areas for improvement, and iterate on solutions
Ensure data quality, model interpretability, and adherence to ethical AI principles
Value Contribution
Increased productivity of R&D and Digital R&D by completing of data preparation, data protection processing and programming tasks and, as a result, support for the objective of R&D APAC to increase the efficiency and speed of product development by time - and resource-intensive laboratory screening is replaced by computer-aided formulation development and new / alternative solutions for formulation development are found.
Contribution Context
Individual
Team Member (APAC Digital R&D)
Work Relations
Other teams of R&D/P&T-APAC
Covestro IT
Covestro AG/LLC
APAC partners/customers
Qualifications
Bachelor's or master's degree in computer science, Statistics, Mathematics, or a related technical field
3+ years of experience in machine learning engineering or a related role of Data Science
Strong programming skills in Python, along with experience using ML frameworks.
Expertise in data structures, algorithms, distributed systems, and software engineering best practices
Experience with cloud platforms like AWS, GCP or Azure for deploying ML solutions
Knowledge of Dev Ops practices and containerization tools like Docker
Excellent problem-solving, analytical, and communication skills
Ability to work in a collaborative, cross-functional team environment
YOUR APPLICATION
Are you as curious, courageous and colorful as we are? If so, we can offer you an exciting career opportunity. We look forward to receiving your application including a cover letter, resume/CV, and relevant certificates. Become part of our Team - apply now!
Are you as curious, courageous and colorful as we are? If so, we can offer you an exciting career opportunity. We look forward to receiving your application including a cover letter, resume/CV, and relevant certificates. Become part of our Team - apply now!
Covestro is well aware of the importance of personal information to you. Covestro promises to strictly abide by the basic principles of information security and privacy protection as well as requirements of relevant laws and regulations, and take appropriate security protection measures to ensure that your personal information is safe and controllable.
The resume you submit and the personal information you provide voluntarily will only be used for the recruitment service of Covestro. If we use your information beyond the above purposes, we will seek your consent in advance.
Your data may be kept in a secure environment within or outside the territory of P.R. China. If the personal information is necessary to be transferred outside the territory of P.R. China, we will ensure that it is transferred in accordance with the laws and regulations. Generally, we only store your personal information for the time period that is necessary to fulfill the purpose of collection and processing, unless otherwise provided by laws, regulations or administrative orders. We will implement a variety of measures to ensure a reasonable level of information security. Unfortunately, if a personal information security incident occurs, we will activate contingency plans to prevent the security incident from spreading.
We impose strict restrictions on sharing information with any third party in accordance with laws and regulations. Unless otherwise provided by laws and regulations, the information we collect will not be provided to or shared with any third party that is unrelated to our recruitment services.
Contact Us
Covestro welcomes applications from all individuals, regardless of racial or ethnic origin, skin color, nationality, religion, philosophy, gender, age, physical characteristics, marital status, disability, appearance, sexual orientation and sexual identity. We are committed to treating all applicants fairly and avoiding discrimination.
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