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Staff Machine Learning Engineer

Company: Walmart
Location: Sunnyvale
Posted on: July 13, 2019

Job Description:

Description Position Description ? Understands and translates business and functional needs into machine learning problem statements ? Translates complex machine learning problem statements into specific deliverables and requirements ? Designs and develops scalable solutions that leverage machine learning and deep learning models to meet enterprise requirements ? Works closely with data scientists and data engineers to develop machine learning algorithms ? Translates machine learning algorithms into production-level code ? Collaborates with development teams to test and deploy machine learning models ? Creates metrics to continuously evaluate the performance of machine learning solutions ? Maintains and improves the performance of existing machine learning solutions ? Ensures adherence to performance standards and compliance to data security requirements ? Keeps abreast with new tools, algorithms and techniques in machine learning and works to implement them in the organization Minimum Qualifications ? Preferred experience in a Machine Learning role ? 2-5+ year??s experience in building and evolving complex software systems for data processing and machine learning workloads ? Strong CS fundamentals in algorithms, data structures, OOPS, functional programming. ? Strong Experience with Big Data processing (Bigquery / Hive/ Hadoop/ HDFS/ Spark/ Flink/ Beam fundamentals) ? Productionize the developed Machine Learning solutions ? Hands on Experience with GCP Cloud (Dataflow, Dataproc, ML Engine, Datalabs, Kubeflows) ? Familiarity with ML algorithms for time series datasets. ? Working knowledge and experience with Streaming platforms (Kafka preferred) ? Experience with stream processing frameworks / Complex event processing engines like Spark-SQL/Flink/Beam ? Strong knowledge and experience with Databases (Relational Maria/Mysql and NoSQL Cassandra/Hbase/Bigtable) ? Expert knowledge and experience with Java/Scala/Python ? String grasp of principles and approaches used in Data-driven systems, processes and algorithms ? Scripting skills in at least one of the following: Shell, Perl, Python, Bash, or Ruby ? Experience with Performance Engineering including testing, tuning and monitoring tools. ? Basic Familiarity with continuous integration tools and frameworks like Travis CI, Jenkins, etc Education Requirements ? Bachelor's degree in data science, applied mathematics, computer science or otherwise research-based field; Master??s degree preferred Additional Preferred Qualifications ? Proficiency in machine learning algorithms such as multi-class classifications, decision trees, support vector machines, and deep learning ? Strong understanding of probability and statistical models (generative and descriptive models) ? Ability to run experiments scientifically and analyze results ? Ability to effectively communicate technical concepts and results to technical and business audiences in a comprehensive manner ? Ability to collaborate effectively across multiple teams and stakeholders, including analytics teams, development teams, product management and operations Company Summary The Walmart eCommerce team is rapidly innovating to evolve and define the future state of shopping. As the world??s largest retailer, we are on a mission to help people save money and live better. With the help of some of the brightest minds in technology, merchandising, marketing, supply chain, talent and more, we are reimagining the intersection of digital and physical shopping to help achieve that mission. Position Summary ? Understands and translates business and functional needs into machine learning problem statements ? Translates complex machine learning problem statements into specific deliverables and requirements ? Designs and develops scalable solutions that leverage machine learning and deep learning models to meet enterprise requirements ? Works closely with data scientists and data engineers to develop machine learning algorithms ? Translates machine learning algorithms into production-level code ? Collaborates with development teams to test and deploy machine learning models ? Creates metrics to continuously evaluate the performance of machine learning solutions ? Maintains and improves the performance of existing machine learning solutions ? Ensures adherence to performance standards and compliance to data security requirements ? Keeps abreast with new tools, algorithms and techniques in machine learning and works to implement them in the organization

Keywords: Walmart, Sunnyvale , Staff Machine Learning Engineer, Engineering , Sunnyvale, California

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