Machine Learning Operations Specialist
4 weeks ago
At Lorven Technologies, we are seeking a highly skilled Machine Learning Operations Specialist to join our team. As a key member of our data engineering team, you will be responsible for automating the deployment of machine learning models to our production systems.
Key Responsibilities
- Collaborate with data scientists to ensure seamless model deployment and integration with our existing infrastructure.
- Develop and implement benchmarks and metrics to optimize the performance and accessibility of our machine learning systems.
- Ensure data consistency and quality by applying similar data preprocessing techniques throughout the model evaluation and performance monitoring process.
- Continuously validate and monitor system performance to prevent any negative impact.
- Automate tasks using technologies such as Airflow and MLFlow.
Requirements
- A minimum of 4 years of experience in data engineering with a strong background in Python and popular machine learning libraries.
- At least 3+ years of experience in model serving and pipelines.
- Ability to write effective, scalable, and modular code.
- Familiarity with Git workflows, CI/CD, and NoSQL databases such as MongoDB.
- Knowledge of containers like Kubernetes, Docker, and AWS is a plus.
What We Offer
- A dynamic and innovative work environment with opportunities for growth and professional development.
- A competitive salary and benefits package.
- The chance to work on cutting-edge projects and contribute to the development of our machine learning infrastructure.
How to Apply
If you are a motivated and experienced data engineer looking for a new challenge, please submit your resume and a cover letter outlining your qualifications and experience.
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