Experian

AWS AI/ML Data Engineer (remote), Experian Consume...

Job description

Company Description


Experian is the world’s leading global information services company, unlocking the power of data to create more opportunities for consumers, businesses and society. We are thrilled to share that FORTUNE has named Experian one of the 100 Best Companies to work for. In addition, for the last five years we’ve been named in the 100 “World’s Most Innovative Companies” by Forbes Magazine.


Job Description


New and emerging technologies such as artificial intelligence (AI) and Machine Learning (ML) are helping Experian Consumer Services (ECS) deliver insightful and personalized experiences for our customers, drive greater operational efficiency, and better manage risk. The Data Engineer team at ECS is scaling its Machine Learning (ML) Platform that enables end-to-end solutions for the business to build and deploy their ML models.

We are looking for a highly motivated and experienced ML / Data Engineer to focus on commercializing several new products utilizing Machine Learning (ML). The ideal candidate should have experience in building data pipelines with AWS Cloud technology, and hands-on experience with data transformation, feature extraction/feature definition, data validation, model deployment/monitoring/optimization/lifecycle management, etc.

Responsibilities:

  • Build and maintain data pipelines with timely and quality from internal databases to the data lake
  • Process and clean large datasets into a format suitable for machine learning
  • Recommend improvements and modifications to exist data and ETL pipelines
  • Collaborate with Architect, BI, other Data Engineers and Data Scientists to drive efficiencies for their work
  • Communicate with technical and business teams about data engineering solutions
  • Deploy machine-learning models to production and monitor them over time
  • Familiarize with the state-of-the-art MLOps technologies and apply them to deliver business values
  • Improve, manage, and teach standards for code maintainability and performance in code submitted and reviewed

Qualifications
  • BS or MS (preferred) in Computer Science or a related field
  • 3+ years hands-on experience deploying production quality code
  • Demonstrably deep understanding of SQL and analytical data warehouses
  • Strong data modeling skills
  • Hands-on experience implementing ETL (or ELT) best practices at scale
  • Hands-on experience with data pipeline tools
  • Professional experience using Python for data processing
  • Knowledge of and experience with data-related Python packages
  • Experience with software engineering best practices like version control and using GitHub
  • Experience with AWS cloud environments
  • working experience with Amazon Kinesis, Apache Kafka, Apache Spark, Amazon Sagemaker, Amazon EMR, Amazon Glue, Redshift and Anthena
  • Advanced working SQL knowledge and experience working with relational databases.
  • Proven capability of working with both technical and business stakeholders
  • Excellent written, oral communication, and analytical skills
  • Experience with modern software development practices and tools
  • Ability to work in a fast paced environment and to be an outstanding team player
  • Ability to learn new frameworks and environments
  • Adept at asking for help when needed

Additional Information


Experian is proud to be an Equal Opportunity and Affirmative Action employer. Our goal is to create a thriving, inclusive and diverse team where people love their work and love working together. We believe that diversity, equity and inclusion is essential to our purpose of creating a better tomorrow. We value the uniqueness of every individual and want you to bring your whole, authentic self to work. For us, this is
The Power of YOU and it ensures that we live what we believe.

Experian is proud to be an Equal Opportunity and Affirmative Action employer. Our goal is to create a thriving, inclusive and diverse team where people love their work and love working together. We believe that diversity, equity and inclusion is essential to our purpose of creating a better tomorrow. We value the uniqueness of every individual and want you to bring your whole, authentic self to work. For us, this is The Power of YOU and it ensures that we live what we believe.

Experian U.S. employees are required to be fully vaccinated for COVID-19.

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