Staff Data Analyst

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 utilization
• Communicating with internal customers to underhand the needs and queries of data
• Designing, establishing and maintaining data tools and dashboards for stakeholders
• Extracting relevant data from various database,preparing the dataset for advanced analysis and modeling
• Controlling data quality and conducting data investigations to understand logic that is required to use for reliable analysis
• Conducting the statistical analysis and implementing data mining and machine learning models in ad-hoc project and business case
• Conducting cutting edge algorithm research to apply the new technology on business case
• Delivering the interpretation of analysis and model results

Your defining qualities

• Degree in Mathematics, Statistics, Operational Research, Business Analytics or other quantitative fields
• Proficient in application of statistics, hypotheses test
• Proficient in data clear and refine process; knowledge in outlier detection and sampling methods
• Proficient in machine learning methods especially regression, classification models and cluster analysis, such as logistic regression, decision tree, SVM, K-mean
• Proficient in the model assembling methods and relevant models, such as Random Forest, XGBM
• Proficient in Deep Learning model especially various Neural Network algorithms based on Tensorflow or Pytorch, such as CNN, RNN
• Good experience in developing the data mining or machine learning models for business or academic issues, and interpreting the results
• Familiar with forecasting methods, especially time series
• Hands on experience in Python at advanced user level, Good SQL skills, Good MS Excel skills, Business level in written English

You'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.