Senior Data Scientist
| Company | Cambridge Mobile Telematics |
|---|---|
| Location | Cambridge, MA, USA |
| Salary | $Not Provided – $Not Provided |
| Type | Full-Time |
| Degrees | Bachelor’s |
| Experience Level | Mid Level, Senior |
Requirements
- Bachelor’s degree or equivalent years of experience and/or certification in Data Science, Computer Science, Statistics, Mathematics or Engineering
- 4+ years of relevant working experience in Data Science
- Must possess a deep understanding of data science principles, algorithms and practices, such as machine learning, deep learning, statistics and probability
- Must possess a thorough knowledge of software development process, and proven coding skills using scripting languages e.g. Python, Pandas, NumPy, scikit-learn and SQL
- Ability to write and navigate code, request data from data sources and code from scratch
Responsibilities
- Develop ML / DL models which pattern driving behaviors and vehicle kinematics in data collected via smartphone sensors
- Leads projects and solutions through the full development stages, from data pre-processing, modeling, testing, through roll-out with minimum management oversight
- Write code for debugging complex issues and creating new solutions that will run as part of production systems
- Support customers’ requests regarding the production ML models and derive deep insights from data
- Communicate and present the data science work within the data science team as well as to stakeholders across the org and to collaborate across different teams
- Complete any additional tasks that may arise
Preferred Qualifications
- Master’s or Phd preferred
- Experience with deep learning frameworks (TensorFlow, Keras, Torch, Caffe, etc.) and knowledge of Big Data infrastructure (Hadoop, Spark, etc.) will be a plus