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Senior Machine Learning Engineer
Company | Clarivate |
Address | Toronto, Ontario, Canada |
Employment type | FULL_TIME |
Salary | |
Category | IT Services and IT Consulting,Information Services,Pharmaceutical Manufacturing |
Expires | 2023-07-17 |
Posted at | 10 months ago |
Our global Search & Analytics team is looking for an experienced Senior Machine Learning Engineer. This position can be based near any of our US offices or Toronto.
About You...
Our scientists and engineers use Machine Learning, NLP, and Information Retrieval to solve problems along the entire Lifecycle of Innovation. From algorithms to classify content, to automating content extraction workflows, extracting and resolving entities, building recommender and decision support systems, predicting risk and outcomes, and enabling unique ways of finding content, these are just a few of the ways our team is fostering productivity of our customers who lead innovation in the world.
At Clarivate, we are committed to providing equal employment opportunities for all persons with respect to hiring, compensation, promotion, training and other terms, conditions and privileges of employment. We comply with applicable laws and regulations governing non-discrimination in all locations.
About You...
- Minimum 5 years relevant work experience (including internships).
- Master's degree in Computer Science, Technology, or Engineering preferred.
- Proven track record in the application of ML/NLP/Search Engine/Big Data.
- Identifies strategic information needs of internal clients and translates these into data requirements to build high performance data stores.
- Works in collaboration with Data Scientists to constantly optimize the performance of the ML models.
- Track, verify, evolving data sources, data flows, tools & storage mechanisms
- Design and implementation of ML model deployment infrastructure.
- Explores existing data for insights and recommends additional sources of data for improvements.
- Big Data on cloud computing platforms with technologies such as Hadoop, Hive and Spark.
- Experience with Data Science and supporting data scientists to get their models successfully deployed to production.
- Extensive knowledge of deployment tools such as AWS, Google Cloud, Azure, Docker, Flask, MLFlow, and Airflow.
- Excellent Python programming skills.
- Machine learning knowledge: solid hands-on experience with: (1) multiple typical ML tasks such as classification/regression/clustering, (2) data gathering/data preprocessing/feature engineering, (3) model selection/testing/(re)training/monitoring.
Our scientists and engineers use Machine Learning, NLP, and Information Retrieval to solve problems along the entire Lifecycle of Innovation. From algorithms to classify content, to automating content extraction workflows, extracting and resolving entities, building recommender and decision support systems, predicting risk and outcomes, and enabling unique ways of finding content, these are just a few of the ways our team is fostering productivity of our customers who lead innovation in the world.
At Clarivate, we are committed to providing equal employment opportunities for all persons with respect to hiring, compensation, promotion, training and other terms, conditions and privileges of employment. We comply with applicable laws and regulations governing non-discrimination in all locations.
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