Job Responsibilities
- Work in a team to define and execute data science solutions that address various business use cases and requirements
- Define activities, scope, and timelines for data science projects
- Deliver projects following best practice frameworks
- Discover, interpret, and document insights from large datasets through exploratory analysis and advanced analytical methodologies
- Create statistical and machine learning models in multiple technologies, using best-in-class data science approaches
- Prepare and conduct presentations, to communicate the progress/results of projects to stakeholders, of both technical and non-technical backgrounds
- Mentor and train junior members of the data science team
- Work closely with the software development team to integrate the data science products into the customer facing products
Job Requirement
- Bachelor’s, Master’s, or PhD degree in Data Science or a related discipline (e.g. Mathematics, Statistics, Computer Science, or Operations Research)
- 4 years of related work and/or research experience in a quantitative role
- In-depth knowledge in at least 2 of the following data science domains:
- Text Mining / NLP
- Graph mining and Network Analysis
- Geospatial Analysis
- Deep Learning: Image, Video Processing and analysis
- Predictive Modeling and Recommender Systems
- Time series analysis
- Financial modeling
- Extensive knowledge of a statistical programming language (e.g. R or Python)
- Fluent in SQL and possesses workable knowledge of relational databases
- Has some experience in leading the development of a data science project (ideally, at least 1 full cycle)
- BONUS: Experience with NoSQL data environments and related tools such as Hadoop and/or Spark
by via developer jobs - Stack Overflow
No comments:
Post a Comment