Machine Learning Engineer MidlevelSenior
Machine Learning Engineer MidlevelSenior
Posted on :
30-01-2025
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1 Vacancy
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Job Description
We are looking for a Machine Learning Engineer (Midlevel/Senior) for our organization.
Daily Tasks
- Design and develop and review advanced machine learning models and architectures including deep learning optimization and generative AI systems
- Led complex AI/ML project initiatives providing technical guidance and architectural oversight to crossfunctional engineering teams.
- Conduct indepth research and experimentation to evaluate emerging AI technologies assess their potential applications and develop proofofconcept solutions
- Review and optimize existing AI systems for performance scalability and efficiency implementing advanced techniques like model compression and transfer learning
- Collaborate with product managers and stakeholders to translate business requirements into technical AI strategies and implementation roadmaps
Requirements
GCP requirements:
- Familiar with BigQuery can code SQL
- Familiar with Cloud composer/airflow
- Familiar with IAM service account
- Familiar with Data catalog
- Understanding Infrastructure as Code
- Good to have knowledge with Dataflow K8s Vertex AI pipeline Kubeflow pipeline
Python:
- Deep knowledge of Python programming practicing OOP following coding best practices knowing how to use flake8 mypy black SonarQube and precommit
- Deep knowledge of unit test and end to end test familiar with Pytest fixtures unittest etc
Unix:
- Familiar with popular Unix systems know how to install sth in docker.
- Familiar with shell
Git:
- Know how to create PR and solve merge conflicts.
- Can create CI/CD pipeline in either Github Action or Azure DevOps using best practice
Docker:
- Deep understanding with Docker
DBT
- Deep Knowledge of DBT preferably with GCP
SQL:
- Deep knowledge of SQL Deep understanding of Data modeling system design
Soft skills:
- Can do attitude always try to solve sth alone first
- Problem solving even if there is sth new that you dont know. You have a proper way to solve it. For example knowing how to Google is always good.
- Communication skills with stakeholders and tech people
- Love code reviews and feedback.
Employment Type
Full Time
Key Skills
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