Sr. Data Scientist Location: Fort Worth,TX
100,000 - 200,000
Job Description:
ACCOUNTABILITIES
- Design and develop decision support systems from the ground up that will improve business effectiveness and performance.
- Analyze and interpret results from multiple sources using a variety of techniques, ranging from simple data clustering to more advanced classification problem using supervised learning techniques with cross validation.
- Prepare big data, implements data models and develops database to support the business solutions.
- Coordinate and communicating effectively across diverse functional teams (business leaders and technical teams) the applied logic as well as the data and the information used.
- Prepare high-level and detail-level project plans and ensure that each project objective is being completed within the agreed upon deadlines.
- Masters Degree in applied statistics, computer science, or related field of study required.
- Minimum of three years work experience in a big data environment.
- Hands-on technical and functional experience in building predictive modeling, decision support systems and data mining analysis in a big data environment
- Deep knowledge of Python programming, Python libraries such as Pandas, NumPy, Scipy, PyBrain, etc.
- Solid experienced with SQL and writing proceduresKnowledge of R programming and prototypingKnowledge of Operations Research and decision sciences with the following:
- Forecasting (Consumer Choice Modeling (Logit regression), time series, ANOVA, etc.)
- Segmentation models (CART, random forest, decision tree, etc.)
- Machine learning and deep learning (reinforcement learning)
- Pricing analytics and revenue management (dynamic pricing, revenue optimization, price testing, etc.)
- Experience in problem solving and delivering workable solutionsTeam player who enjoys working in a collaborative, agile environment