Data Analyst (Machine Learning)
WANT TO JOIN OUR TEAM?
WE CAN't WAIT.
Our team's digital inventiveness and mobile location expertise creates brand stories that produce results. We are seasoned professionals who have worked in marketing, technology, mobile, and beyond. Our skills include Micro-fencing, mobile strategy, data analytics, and more.
- Work with Digital Marketing team to engage clients and understand the business requirements and goals
Lead the development of tools to collect, validate, manipulate, and perform exploratory data analysis tasks on analytical data sets
Lead the development of predictive analytics models and advanced recommender systems
Communicate newly discovered insights based on analysis to the clients in a manner that they can leverage in their business
Multiple positions are available.
- Strong technical skills regarding data analysis, machine learning, and programming
Strong working knowledge of Python, Hadoop and SQL
Excellent communication skills; the ability to convey complex analysis results clearly and with conviction to all levels of stakeholders
REQUIRED EDUCATION AND WORK EXPERIENCE:
- 3+ years of experience in statistical modeling and machine learning algorithms
Experience solving real problems using data mining techniques and with statistical rigor
Masters, Ph.D. or equivalent experience in a quantitative field (computer science, physics, mathematics, engineering, bioinformatics)
- Prior experience with standard ML models: Logistic Regression, Support Vector Machines, Neural Networks, and Hidden Markov Models
Experience implementing a real-world Recommender or Ranking system
Worked with the Hadoop Ecosystem
Implemented multi-core/distributed software, preferably in a Linux environment
Experience working with Amazon Web Services
Digital Factory is an Equal Opportunity Employer