Staff Data Scientist
- Location SUNNYVALE, CA
- Career Area Technology & Software Development
- Job Function Data Science and Machine Learning
- Employment Type -
- Position Type -
- Requisition 929538BR
What you'll do at
- A Staff Data Scientist is responsible for analyzing large data sets to develop multiple custom models and algorithms to drive innovative business solutions. Staff Data Scientists work on large project teams in order to provide analytical support and guidance to an assigned area on for large projects (for example, email targeting, business optimization, consumer recommendations) within Walmart eCommerce. Staff Data Scientists are responsible for building large data sets from multiple sources in order to build algorithms for predicting future data characteristics. Those algorithms will be tested, validated, and applied to large data sets. Staff Data Scientists are responsible for training the algorithms so they can be applied to future data sets and provide the appropriate search results. Staff Data Scientists are responsible for researching new trends in the industry and utilizing up-to-date technology (for example, HBase, MapReduce, LAPack, Gurobi) and analytical skills to support their assigned project. Staff Data Scientists are the subject matter experts for statistical analysis and modeling for their project team.
- Build complex data sets from multiple data sources, both internally and externally.
- Build learning systems to analyze and filter continuous data flows and offline data analysis.
- Collaborate with cross-functional partners across the business.
- Collaborate with project teams to implement data modeling solutions.
- Combine data features to determine search models.
- Conduct advanced statistical analysis to determine trends and significant data relationships.
- Develop models of current state in order to determine improvements needed.
- Develop multiple custom data models to drive innovative business solutions.
- Drives the execution of multiple business plans and projects
- Ensures business needs are being met
- Interpret data to identify trends to go across future data sets.
- Promotes and supports company policies, procedures, mission, values, and standards of ethics and integrity
- Provides supervision and development opportunities for associates
- Research new techniques and best practices within the industry.
- Scale new algorithms to large data sets.
- Train algorithms to apply models to new data sets.
- Translate business needs into data requirements.
- Utilize system tools including (MySQL, Hadoop, Weka, R, Matlab,ILog).
- Validate models and algorithmic techniques.
- Experience with traditional as well as modern statistical techniques, including Regression, Support Vector Machines, Regularization, Boosting, Random Forests, and other Ensemble Methods;
- Strong implementation experience with high-level languages, such as R, Python, Perl, Ruby, Scala or similar scripting languages;
- Familiarity with Linux/Unix/Shell environments;
- Strong hands-on skills in sourcing, cleaning, manipulating and analyzing large volumes of data;
- Strong written and oral communication skills.
- 2+ years of experience of writing production quality code;
- Experience with end-to-end modeling projects emerging from research efforts;
- Excellent academic or industrial track record of proposing, conducting and reporting results of original research, plus collaborative research with publications;
- Knowledge of data processing on Hadoop programming environments (e.g. Spark/Hive/Pig).
About Walmart Labs
"I feel like my manager wants to help me become a better developer and a better person overall."
Hello, Silicon Valley
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All the benefits you need for you and your family
- 100% coverage for in network preventative care
- Retirement Plan
- Vision Plans
- Dental Plans
- Exclusive Discounts