Cambridge Mobile Telematics (CMT) is looking for a Principal Data Scientist to develop algorithms that represent physical phenomena associated with vehicle and human movements measured by cell phone sensors and IoT devices, aiming to improve road safety.
Requirements
- 7+ years of experience in the Data Science field
- 3+ years of experience developing commercial software with strong algorithmic, AI/machine learning, or signal processing components
- Deep understanding of data science principles, algorithms and practices, such as deep learning / machine learning, statistics and probability, signal processing, and sensor physics
- Must possess a thorough knowledge and practice of software development process in large scale, and proven coding skills using scripting languages e.g. Python, Pandas, NumPy, scikit-learn, SQL
- Advanced knowledge of Big Data infrastructure, computation and storage as well as scalable AI/ML platforms & tools, e.g. Spark, Ray, TensorFlow, Keras, Torch, Caffe, etc.
- Strong visualization and data literacy skills, with demonstrated ability to summarize mathematical representations into simple data visualizations and statistical results
Responsibilities
- Use independent judgment and discretion to spearhead the creation of innovative and cutting-edge algorithmic solutions, utilizing unconventional approaches to address complex challenges.
- Lead and mentor a team of talented junior data scientists, guiding them through every phase of solution development, from meticulous data pre-processing and advanced modeling, to rigorous testing, seamless roll-out, and continuous performance monitoring in live production environments.
- Stay at the forefront of research and emerging trends in the field of data science.
- Evaluate and validate the potential impact of incorporating new ideas into the platform, products, and customer experiences, ensuring continuous enhancement and innovation.
- Develop algorithms that represent physical phenomena associated with both vehicle and human movements when measured by cell phone sensors and IoT devices.
- Solve challenging real-world problems and assist in the development of innovative solutions driven by exploratory data analysis from complex and high-dimensional datasets.
- Consult on Data Science projects, and work independently on developing new solutions to achieve CMT's objectives, and making valuable discoveries which lead to company-wide prototype development and product improvements.
Other
- Bachelor's (Master's or Ph.D. preferred) in Data Science, Computer Science, Electrical Engineering, Physics or Mathematics
- Demonstrate exceptional communication skills to effectively convey and present complex data science concepts to stakeholders across the organization.
- Foster a collaborative environment by actively engaging with diverse teams and promoting cross-functional cooperation
- Strong customer-focus and presentation skills with the ability to obtain requirements and influence outcomes
- Fair and competitive salary based on skills and experience, and annual performance bonus
