Our Team Values
Take pride in our contributions
Support one another
Optimize what matters
Principled execution
What You’ll Do
Contribute to building a platform to streamline all phases of data-centric innovation, including data organization, data access, data exploration, model prototyping, training, productionisation, testing, and ongoing monitoring of machine learning pipelines
Design infrastructure, perform tool selection, implement utilities and automated workflows to facilitate the operations of a 40+ person, global data science organization
Define cohesive processes and standards in conjunction with tools
Document, communicate, and drive adoption of the ML platform, striving for operational excellence
Collaborate with cross-functional teams to define project execution plans and support the productionisation, deployment, and integration of models and pipelines
Hop into complex data science projects to provide expert guidance, design, and support
Optimize machine learning and data transformation code for scale and robustness
What You'll Bring
8+ years experience working with machine learning models and deploying them into production
Degree in Computer Science, Electrical Engineering, Data Science, or other related computational fields
Experience with NLP, computer vision, or deep learning frameworks such as Tensorflow, PyTorch, or HuggingFace, etc
Expert at Apache Spark, Databricks, Hadoop, or other big data systems
Experience with machine learning frameworks such as Scikit-learn, SparkML, MLFlow, KubeFlow, etc
Experience with batch orchestration frameworks such as Airflow, or streaming services and systems
Experience working with Cloud Platform Technologies in AWS, Google Cloud, or Azure
Have a data-centric mindset and willingness to dive into data with methodical grace
Strong communication skills, both oral and written, and ability to coordinate complex project execution with cross-functional teams
Experience with Scala, Kafka, Apache Beam, Flink, Redis, Docker, or Kubernetes a plus
Experience with recommender systems, entity extraction, or entity resolution a plus
ANY GRADUATE