predera | Jobs | Data Scientist | BigDataKB.com | 02-04-22

• Developing statistical or machine-learning approaches to problems at scale.
• Building tools, systems, and pipelines to make data signals available to client processes.
• Taking responsibility for turning data into understanding by being active, educational, and supportive of every conversation about data.
• Working on batch model and real-time Big Data pipelines; Hadoop and Spark (including streaming)

Requirements

• Strong problem solving skills with an emphasis on product development.
• Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
• Experience working with and creating data architectures.
• Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
• Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
• Excellent written and verbal communication skills for coordinating across teams.
• A drive to learn and master new technologies and techniques.
• Coding knowledge and experience with several languages: Python, R, Java
• Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
• Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
• Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, etc.
• Experience visualizing/presenting data for stakeholders using: D3, ggplot, tableau etc.