Software Engineer-7975

Comcast•Reston, VA

1d•Hybrid

About The Position

FreeWheel, a Comcast company, provides comprehensive ad platforms for publishers, advertisers, and media buyers. Powered by premium video content, robust data, and advanced technology, we’re making it easier for buyers and sellers to transact across all screens, data types, and sales channels. As a global company, we have offices in nine countries and can insert advertisements around the world. Job Summary Job Description

Requirements

Bachelor’s degree, or foreign equivalent, in Computer Science, Engineering, or related technical field, and two (2) years of experience developing software in an Agile development environment using Python, Scala, SQL, and Databricks
Working with AWS technologies including IAM, S3, Airflow, and Athena
Processing data using Big Data technologies, including Spark, Presto, and Snowflake
Working with distributed systems
Developing machine learning models for advertising platforms, including traffic shaping for both inbound and outbound traffic, ROI-based shaping, and marketplace exchange traffic shaping
Using Lightgbm to develop machine learning models
Optimizing, testing, and deploying machine learning models
Performing A/B testing
Developing software in a Linux environment

Responsibilities

Contribute to a team responsible for developing software in an Agile development environment using Python, Scala, SQL, and Databricks
Work with AWS technologies including IAM, S3, Airflow, and Athena
Process data using Big Data technologies, including Spark, Presto, and Snowflake
Work with distributed systems
Develop machine learning models for advertising platforms, including traffic shaping for both inbound and outbound traffic, ROI-based shaping, and marketplace exchange traffic shaping
Use Lightgbm to develop machine learning models
Optimize, test, and deploy machine learning models
Perform A/B testing
Develop software in a Linux environment
Support applications under development and customize current applications
Assist with the software update process for existing applications, and roll-outs of software releases
Analyze, test, and assist with the integration of new applications
Document all development activity
Research, write, and edit documentation and technical requirements, including software designs, evaluation plans, test results, technical manuals, and formal recommendations and reports
Monitor and evaluate competitive applications and products
Review literature, patents, and current practices relevant to the solution of assigned projects
Collaborate with project stakeholders to identify product and technical requirements
Conduct analysis to determine integration needs
Work with the Quality Assurance team to determine if applications fit specification and technical requirements