ApplySenior Machine Learning Engineer (m/f/d)
Posted 4 months agoViewed
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๐ Seniority level: Senior, 5+ years
๐ Location: Germany, India
๐ Industry: AdTech
๐ข Company: Kayzen๐ฅ 101-250๐ฐ $4,000,000 Seed about 5 years agoAdvertisingSaaSSoftware
โณ Experience: 5+ years
๐ช Skills: AWSPythonSQLApache AirflowMachine LearningMLFlowPyTorchSparkTensorflow
Requirements:
- 5+ years of proven experience in deploying big data-based models from conceptualization to deployment.
- Experience with ML tools (AWS Sagemaker, Catboost, etc.) and techniques (Neural Networks, Random Forest).
- Proficiency in programming languages (Python, Java).
- Strong proficiency in SQL & NoSQL and big data processing pipelines.
- Bachelor's/Master's degree in Mathematics, Physics, Computer Science, or related field.
- Strong analytical and problem-solving skills.
- Ability to translate business requirements into solutions.
Responsibilities:
- Create solutions to streamline model experimentation and deployment processes.
- Maintain and enhance model monitoring capabilities for optimal performance.
- Collaborate with data scientists to develop new models and research methods.
- Develop and productionalize model creation pipelines in bare-metal and cloud environments.
- Propose and lead projects to improve machine learning capabilities.
- Contribute to a culture of continuous learning.
- Promote software engineering best practices.
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