What are the responsibilities and job description for the Senior Data Scientist position at Generative Group?
This company works on developing intelligent radar-based sensor platforms that revolutionize health and safety monitoring wherever people live, work, or play. Our patented spatial computing technology works ambiently (through the air) without changing how people live and by prioritizing their privacy. We detect emergencies and health and safety risks to bring people timely help so they and their loved ones may live better with more independence, safety, and peace of mind.
Key Responsibilities :
Design and implement robust data pipelines tailored to radar data, including processing, cleaning, and transforming raw radar signals.
Conduct exploratory data analysis to extract valuable insights specific to radar data, such as target detection, tracking, and classification.
Explore and visualize data to identify patterns, trends, and relationships, providing actionable insights to stakeholders.
Craft publication-quality data visualizations highlighting results and improvements.
Develop predictive models to support key business initiatives, integrating radar data with other data sources to provide comprehensive solutions.
Key Technical Requirements :
Proficiency in programming languages such as Python, R, or Matlab.
Experience with radar data processing techniques and tools.
Strong understanding of statistical methods and machine learning algorithms.
Fluency in data science tools like NumPy / Scikit-learn, and cloud services (Google Cloud Platform).
Implementing automation processes for repetitive tasks and high-compute time activities.
Solid understanding of software development methodologies and version control systems.
Qualifications and Experience :
A Master's or PhD degree in Computer Science, Electrical Engineering, Statistics, Mathematics, or a related field.
8 years of relevant experience in data science.
Real-world work experience in relevant roles in a commercial setting.
Ideally, full life cycle experience with an electronics product that has shipped and achieved meaningful commercial success.
Preference for candidates with experience in a startup or fast-paced environment and exposure to ambient sensing and sensor fusion technologies.
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