We empower our people to stay resilient and relevant in a constantly changing world. We're looking for people who are always searching for creative ways to grow and learn. People who want to make a real impact, now and in the future. Does that sound like you? Then it seems like you'd make a great addition to our vibrant international team.
For our Digital Industry team, we are looking for a [Senior (or Staff) Data Scientist] to help us drive [data-driven decision making] within Siemens and beyond. We are a highly motivated team and are excited to get to know you.
You'll make an impact by
Being creative with the data to boost data utilizationCommunicating with internal customers to underhand the needs and queries of dataDesigning, establishing and maintaining data tools and dashboards for stakeholdersExtracting relevant data from various database,preparing the dataset for advanced analysis and modelingControlling data quality and conducting data investigations to understand logic that is required to use for reliable analysisConducting the statistical analysis and implementing data mining and machine learning models in ad-hoc project and business caseConducting cutting edge algorithm research to apply the new technology on business caseDelivering the interpretation of analysis and model resultsYour defining qualities
Degree in Mathematics, Statistics, Operational Research, Business Analytics or other quantitative fieldsProficient in application of statistics, hypotheses testProficient in data clear and refine process; knowledge in outlier detection and sampling methodsProficient in machine learning methods especially regression, classification models and cluster analysis, such as logistic regression, decision tree, SVM, K-meanProficient in the model assembling methods and relevant models, such as Random Forest, XGBMProficient in Deep Learning model especially various Neural Network algorithms based on Tensorflow or Pytorch, such as CNN, RNNGood experience in developing the data mining or machine learning models for business or academic issues, and interpreting the resultsFamiliar with forecasting methods, especially time seriesHands on experience in Python at advanced user level, Good SQL skills, Good MS Excel skills, Business level in written EnglishYou'll benefit from
Diverse and inclusive culture, doing the work you like with people who appreciate it Systematic career development platform, various training courses, and online learning resources for you to help you tailor your growth path based on your strengths 15 days+ annual leaves, with additional benefits such as Christmas leave Generous benefits package, long-term care corporate annuity plan, flexible allocation of commercial insurance, employee stock sharing matching plan for mutual growth, etc.Create a better #TomorrowWithUs!
At Siemens, we are human enthusiasts with a diverse set of backgrounds, skills, interests, and needs, united in a unique mission to create a better tomorrow. We believe in a culture of diversity and inclusion, reflecting a society with various backgrounds, nationalities, expertise, and mindsets. Here, you'll find trust and freedom to excel. Here, you'll find peers, mentors, and savvy people, for co-creating and growing. If you have curiosity, breakthroughs, and creativity, looking for an equal opportunity to grow and unleash your full potential, join us, bring your authentic self, and create a better tomorrow with us.