What are the responsibilities and job description for the Senior Data Scientist position at Analytic Recruiting Inc.?
Job Description:
A senior data scientist is needed to develop a comprehensive analytics strategy, incorporating service data acquisition and processing for predictive maintenance and control of vehicles. This role involves end-to-end model deployment and requires expertise in math, statistics, and machine learning.
Responsibilities:
- Collaborate with business experts and external partners to gather business understanding necessary for analysis
- Automate data collection processes and identify valuable data sources
- Perform preprocessing of structured and unstructured data
- Analyze large datasets to discover trends and patterns
- Develop machine learning algorithms and predictive models
- Present information using data visualization techniques
- Introduce solutions and strategies for business value generation
- Collaborate with cross-functional teams, including operations, sales, engineering, supply chain, finance, and product development
Requirements:
- PhD in Economics, Mathematics, Computer Science, Statistics, Information Management, Engineering, or related field
- 5 years of experience as a data scientist
- Expertise in modeling, database design, and management for structured and unstructured data
- Excellent communication and presentation skills
- Strong math skills, including statistics and algebra
- Experience with statistical packages, data mining, segmentation, machine learning, and optimization techniques
- Ability to collect, organize, analyze, and disseminate large amounts of information with attention to detail and accuracy
- Experience with data visualization and reporting tools, databases, and programming languages
- Effective communication and presentation skills
