Senior Machine Learning Architect/ML OPS
Posted on 1/24/2023
INACTIVE
Locations
Waltham, MA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Apache Spark
Data Analysis
Data Science
Docker
Hadoop
Airflow
Pytorch
Scala
Snowflake
SQL
Tensorflow
Natural Language Processing (NLP)
Kubernetes
Python
Requirements
  • M.S. with 5+ years, or B.S. with 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
  • Expertise in Python and SQL, with working experience in Apache Spark, Hadoop, Databricks, Snowflake, or other big data systems
  • Experience with orchestration frameworks such as Airflow a plus
  • Experience with Scala, Docker and Kubernetes a plus
  • Experience with machine learning frameworks such as Scikit-learn, SparkML, or XGBoost, etc
  • Experience with natural language processing or deep learning frameworks such as Tensorflow, Pytorch, or HuggingFace, etc
  • Have a data-centric mindset and willingness to dive into data
  • Able to work through potentially challenging datasets with methodical grace
Responsibilities
  • Contribute to building a platform to streamline all phases of data-centric innovation, including data organization, data access, data exploration, data science prototyping, productionization, testing, and ongoing monitoring of machine learning pipelines
  • Design, implement, and integrate machine learning models into automated pipelines
  • Anticipate the needs of Data Scientists and the business
  • Design infrastructure, tools, utilities, and automated workflows
  • Partner with data scientists to review and co-optimize technical designs
  • Support the productionization and deployment of data science models and pipelines
  • Optimize machine learning and relevant data processing code for scale and robustness
  • Evangelize and drive adoption of the ML platform, and strive for operational excellence
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1,001-5,000 employees

B2B marketing intelligence database platform