Senior ML Engineer

Who we are

DoubleVerify is the leading independent provider of marketing measurement software, data and analytics that authenticates the quality and effectiveness of digital media for the world's largest brands and media platforms. DV provides media transparency and accountability to deliver the highest level of impression quality for maximum advertising performance. Since 2008, DV has helped hundreds of Fortune 500 companies gain the most from their media spend by delivering best in class solutions across the digital ecosystem, helping to build a better industry. Learn more at www.doubleverify.com.

 

What will you do

You will join a team of experienced engineers and help them in developing our innovative measurements products

• Develop ML/AI models through the entire development life-cycle in NLP and Vision domains.
• Build backend infrastructure (data processing jobs, micro-services), create automated workflows to process large datasets for machine learning purposes.
• Design and develop MLOps infrastructure to support our ML/AI models at scale, including CI/CD, automation, evaluation, and monitoring
• Evaluate various open-source tools to accelerate and orchestrate processes
• Create ML/AI model A/B testing and impact analysis tools

 

Who you are

• B.Sc. in Computer Science/Mathematics/Engineering or equivalent practical experience
• At least 5+ years experience in backend/data engineering writing code that deployed and used in production
• 2+ years of experience as a Machine Learning Engineer
• Proficient in Python and its ecosystem, knowledge of Scala/Kotlin/Java - is a plus
• Familiarity with various ML algorithms and frameworks (PyTorch, Tensorflow, HuggingFace, Sklearn, etc..) 
• Experience working with Big data technologies and tools (DataBricks, Snowflake, BigQuery, Kafka, Spark, Airflow, Argo) at scale
• Hand-on experience with MLOps tools (MLFlow, Ray, Seldon, Kubeflow, Vertex.AI, SageMaker, etc)
• Experience working in Docker/Kubernetes and cloud providers (GCP/AWS/Azure)
• Result-oriented contributor with a "can do" attitude - take a task from concept to full implementation.
• A team player with excellent collaboration and communication skills.

 

Nice to have

• Experience in the AdTech world
• Experience with Computer Vision (CV) or Natural Language Processing (NLP)