Apply for Data Scientist for Digital Enterprise Labs Job in Abu Dhabi | Siemens Careers Abu Dhabi 2022
Data Scientist – Abu Dhabi/Dubai
Siemens Digital Industries is a leading innovator in automation and digitalization. Our mission is to support customers in leveraging growth, profit opportunities and ecological footprint in the discrete and process industries. Our Digital Enterprise portfolio integrates virtual and real worlds – with a unique end-to-end portfolio and Digital Twins across the entire value chain. It focuses on the needs of specific verticals. We continually expand our Digital Enterprise portfolio to include ground breaking technologies and offer industry-specific end-to-end solutions for companies of all sizes.
Your Role – International, Challenging And Future-Oriented!
Responsible for building algorithms using machine learning, artificial intelligence, and optimization techniques for digitalization projects. He/she will be a part of an agile team compromising of scrum masters, product owners, software developers, software architects, UI/UX designers, and digitalization consultants to deliver high-caliber, state-of-the-art software applications addressing customers’ pain points in interdisciplinary industries. The role encompasses interacting with other team member as well as the end customer to understand requirements, data resources …etc. Additionally, the role requires presenting the technical findings to a non-technical audience focusing on value-add and pain points resolution. The position reports to the head of digital enterprise labs. He/ she must be goal-driven and keeps the value-add as the highest priority. The role entails working in all ML domains, including regression, classification, reinforcement learning, anomaly detection, dimensionality reduction and others. The candidate should be passionate about data-driven techniques, mathematical modeling, and optimization methods to resolve real-life challenges in a systematic, fast-pace and robust manner.
Perform data quality assessment, data stitching, cleaning, and exploration/ visualization for customers’ datasets.
Building prototype solutions addressing customer pain points based on machine learning, artificial intelligence, and optimization techniques in a fast pace, agile environment.
Evaluate developed solutions using representative meaningful metrics.
Develop robust, reliable algorithms/ solutions for the identified pain points in a fast pace through close cooperation with the team members.
Deploy the developed solutions as a part of a larger ecosystem as agreed amongst the team members.
Communicating findings to both technical and non-technical audiences.
Your Qualifications And Skills – Digital And Solid!
Bachelor’s or Master’s degree in STEM, AI, ML, statistics or similar field.
5+ years of hands-on experience building AI/ML solutions using real data.
Concrete understanding of mathematics, statistics, optimization, ML and AI.
Strong in Python programming language and its libraries such as pandas, numpy, matplotlib, plotly, Keras, pytorch, Tensorflow, statsmodel, sklearn.
Knowledge of GUI-Python tools such as bokeh, kivy.
Strong skills in data communication APIs such as REST.
Strong skills in handling databases such as: SQL, Mongo, Cassandra.
Strong skills in data visualization.
Concrete knowledge in Git, Docker, CI/CD, cloud is a must.
Ability to handle big data.
Excellent presentation and interpersonal skills.
Excellent English language. Arabic language is a plus.
As a world leader in developing and producing the most advanced engineering technologies, we improve lives and further human achievements worldwide, while also protecting the climate – all thanks to our employees. Working with us, you have the foundation to develop personally and professionally. We give you the chance to do something significant, that benefits society and human progress. We give you the chance to create a difference.
Diversity at Siemens is our source of creativity and innovation. Having different types of talent and experiences makes us more ambitious and better prepared to respond successfully to the demands of the Society. Therefore, we value the candidates that reflect the Diversity that we enjoy in our Company. Please find more information at www.siemens.com
At Siemens we are always challenging ourselves to build a better future. We need the most innovative and diverse Digital Minds to develop tomorrow‘s reality. Find out more about the Digital world of Siemens here: www.siemens.com/careers/digitalminds
We are looking forward to receiving your online application.
Please note: Only complete applications can be considered in the selection process.
Organization: Digital Industries Company: Siemens Industrial LLC Experience Level: Experienced Professional Full / Part time: Full-time