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Data Science Engineering Manager
3 weeks ago
The Data Science Engineering Manager at THOUGHTWORKS PTE. LTD. will require expertise in machine learning engineering and data science, with a deep understanding of key ML concepts, algorithms and frameworks, and understand ML model lifecycles. You will have experience in building, deploying and maintaining ML systems using relevant ML techniques and platforms, i.e.: Scikit-learn, Tensorflow, MLFlow, Kubeflow, Pytorch. This role also requires experience in designing and operating the infrastructure required to run different types of ML training and serving workloads, i.e.: on-premise vs. cloud infrastructure, infrastructure as code, monitoring, etc. Additionally, you will need experience with on-premise and cloud services for building and deploying ML pipelines, i.e.: Azure, AWS, GCP or Databricks and associated ML managed services.
Responsibilities Include:
- You will be responsible for designing and operating the infrastructure required to run different types of ML training and serving workloads.
- You will work closely with stakeholders to ensure buy-in and gaining trust along the way, with strong communication and interpersonal skills.
- You will foster a collaborative environment, effectively leading your team through hands-on coding alongside mentorship and guidance, empowering individual growth and knowledge sharing.
- You will measure and analyze the impact of ML initiatives, iteratively refining approaches and ensuring solutions deliver tangible value to clients and the organization.
