Senior Data Scientist, Decision Science and Technology
4 weeks ago
Key job responsibilities
As a Senior Data Scientist in DST, you are proficient in designing and developing advanced science-based solutions to solve diverse customer problems and support a better and safer workplace. The Senior Data Scientist will be working with data, text, images, and other types of data to solve real-world problems through state-of-the-art approaches. They will leverage data science techniques and work closely with Data Engineers and Program Managers to facilitate the integration of data and information from varied source systems, so as to curate, expand, and maintain comprehensive maintenance knowledge bases. They will be working closely with Reliability Maintenance Engineering customers and with other scientists on the team to design and research strategies to integrate domain-specific knowledge and data into existing models and solutions, to provide relevant insights to business stakeholders. They will collaborate with cross-functional teams to develop new approaches making a difference in the daily lives of our customers. They will assess the performance of such approaches and contribute to experimental solutions that efficiently root cause maintenance issues or failures. They will stay at the forefront of advancements in data science and knowledge engineering through proactive participation in researching science and artificial intelligence based solutions.
About the team
The Decision Science & Technology (DST) team works at improving the efficiency of Reliability & Maintenance Engineering (RME) activities, reduce costs, increase safety and promote sustainability while creating frictionless customer experiences.
Our work is articulated around three main programs and their respective goals:
SCIENCE: We develop data driven decision tools for improving reliability and effectiveness of RME activities. We rely on the use of state-of-the-art methods and tools in Operations Research and Machine Learning.
SPARE PARTS: We ensure that RME has the right parts available for maintenance, at the right time, and in the right quantity.
KNOWLEDGE EXPERIENCE & TECHNOLOGY: We develop solutions to proactively connect people to the knowledge they need to perform their work in a more effective and safe way.
We are open to hiring candidates to work out of one of the following locations:
London, GBR
BASIC QUALIFICATIONS
- Experience with data scripting languages (e.g., SQL, Python, R, or equivalent) or statistical/mathematical software (e.g., R, SAS, Matlab, or equivalent)- Experience working as a Data Scientist
- Experience with knowledge engineering, and transforming data into meaningful information and knowledge
- Focus in Natural Language processing (NLP), Machine Learning and Semantic Web/Ontology/knowledge graph
PREFERRED QUALIFICATIONS
- Experience with data visualization using Tableau, Quicksight, or similar tools- Experience managing data pipelines
- Experience as a leader and mentor on a data science team
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