Cambridge Mobile Telematics (CMT) is looking to develop algorithms that represent physical phenomena associated with vehicle and human movements measured by cell phone sensors and IoT devices to solve challenging real-world problems and assist in the development of innovative solutions driven by exploratory data analysis from complex and high-dimensional datasets.
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.
- works 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
- 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
- Bachelor's degree or equivalent years of experience and/or certification in Data Science, Computer Science, Electrical Engineering, Physics or Mathematics
- Master's or Ph.D. preferred
