It's not about cars. It's about people.
Our human-centric focus is what makes us different from all other car companies, and it’s at the heart of everything we create. If you want to join us in our mission to make people’s lives less complicated, we offer you a chance to grow together with talented people who want to make a true difference.
Summary of the role:
Exciting role as Data Scientist of Forward Model Quality in Vehicle Platform Unit of Volvo APAC R&D team, incl overall responsibility for securing inhouse system development quality.
We are now looking for a Data Scientist of Forward Model Quality to strengthen our team in house development capability. You will work with a global quality team to secure our product development quality as well as current model quality improvement by applying Machine Learning and Data Mining technology.
What you will do
- Data mining or extracting usable data from history warranty data generated both internally and externally
- Using machine learning tools to select features, create and optimize classifiers from warranty data
- Carrying out preprocessing of structured and unstructured data from field claim history
- Enhancing data collection procedures to include all relevant information for developing analytic systems
- Processing, cleansing, and validating the integrity of data to be used for analysis
- Analyzing large amounts of information to find patterns and solutions
- Developing prediction systems and machine learning algorithms for quality trend
- Review FMEA and give constructive suggestions based on the enlightenment obtained from the real-data
- Propose solutions and strategies to tackle quality challenges for current models
- Collaborate with Quality teams and Global Data Scientist community to ensure efficient cooperation
- Presenting results in a clear manner in English
What you'll bring
- Programming Skills – knowledge of statistical programming languages like R, Python, and database query languages like SQL, Hive, Pig is desirable. Familiarity with Scala, Java, or C++ is an added advantage.
- Statistics – Good applied statistical skills, including knowledge of statistical tests, distributions, regression, maximum likelihood estimators, etc. Proficiency in statistics is essential for this role.
- Strong Math Skills (Multivariable Calculus and Linear Algebra) - understanding the fundamentals of Multivariable Calculus and Linear Algebra is important as they form the basis of a lot of predictive performance or algorithm optimization techniques.
- Machine Learning – good knowledge of machine learning methods like k-Nearest Neighbors, Naive Bayes, SVM, Decision Forests.
- Data Wrangling – proficiency in handling imperfections in warranty\Claim data is an important aspect of the data scientist assignment.
- Experience with Data Visualization Tools like matplotlib, ggplot, d3.js., Tableau that help to visually encode data
- Excellent Communication Skills – it is incredibly important to describe findings to a technical and non-technical audience.
- Degree in Computer Science, Software Engineering or relevant fields in Machine Learning is preferred
- Strong Software Engineering Background, hands-on experience with data science tools
- Problem-solving aptitude, analytical mind and great business sense
- Proven Experience as Data Analyst or Data Scientist
- Knowledge of Automobile, 6-Sigma or Forward Model Quality is a plus
- Fluent in English Oral\Reading\Writing Skills
Want to know more? We hope so
We'd love to receive and review your application. Please feel free to follow Volvo Cars Recruitment Wechat Account (沃尔沃汽车招聘微信公众号) If you want to know more information.
Who are we?
Everything we do starts with people. Our purpose is to provide freedom to move, in a personal, sustainable and safe way. We are committed to simplifying our customers’ lives by offering better technology solutions that improve their impact on the world and bringing the most advanced mobility innovations to protect them, their loved ones and the people around them.
Volvo Cars’ continued success is the result of a collaborative, diverse, and inclusive working environment. The people of Volvo Cars are committed to making a difference in our world. Today, we are one of the most well-known and respected car brands, with over 40,000 employees across the globe. We believe in bringing out the best in each other and harnessing the true power of people. At Volvo Cars your career is designed around your talents and aspirations so you can reach your full potential. Join us on a journey of a lifetime as we create safety, autonomous driving and electrification technologies of tomorrow.