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Machine Learning Engineer
irvine, California  |  Hybrid, Onsite
Direct Hire Position
It appears that you have already applied to this job.
Applied on December 3, 2021
Job Id #51914 Posted November 4, 2021

Open to applicants in Dallas, TX, Denver, CO, Seattle, Washington or the Bay Area.

We are looking for a highly technical, hands-on Senior Engineer to build machine learning infrastructure and production models. As a senior Engineer, you will be leading design and architecture of new machine learning infrastructure for data analysis, training and derive fast insights from viewing data coming from millions of TVs. 


  • Quickly come up to speed on current pipeline and analytics, identify areas of improvement and adopt industry best-practices for data processing, movement, analysis and management
  • Design machine learning infrastructure and pipeline for Engineering, Data Scientists and Product management to collaborate.
  • Create highly scalable and self-serve framework for EDA and model building
  • Establish industry leading design patterns and implement continuous training, model versioning, automated data/schema skew detection and model deployment.
  • Design batch and real-time pipelines that generate predictive models for a variety of business needs
  • Collaborate with Ops team on robust monitoring infrastructure, develop strategy to get quick insights into various stages of the pipeline



  • BS/MS in Computer Science or Engineering, or equivalent experience
  • 8+ years of progressive industry experience in design and implementation of machine learning infrastructure and applications.
  • 5+ years of experience working with big data
  • Strong background in building scalable and fault-tolerant distributed systems
  • Experience with designing and implementing real-time and batch processing pipelines
  • Required: Strong programming skills in Python
  • 3+ hands-on Experience with the following or equivalent technologies – Required: Spark
  • Nice to have: kafka, Airflow, Tensorflow
  • Hands-on experience training models using Deep learning, Computer vision, and Transformers

Horizontal is proud to be an Equal Opportunity and Affirmative Action Employer. We seek to provide employment opportunities to talented, qualified candidates regardless of race, color, sex/gender including gender identity and/or expression, national origin, religion, sexual orientation, disability, marital status, citizen status, veteran status, or any other protected classification under federal, state or local law.

In addition, Horizontal will provide reasonable accommodations for qualified individuals with disabilities. If you need to request a reasonable accommodation in order to complete the application or interview process, please contact

All applicants applying must be legally authorized to work in the country of employment.


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Horizontal is proud to be an Equal Employment Opportunity/Affirmative Action Employer providing a drug-free workplace.


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