Senior Machine Learning (Databricks)
New
100% Remote (Poland)Full-TimeSenior
Salary160 - 210 PLN per hour
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Job Details
- Languages
- En C1
- Experience
- 5+ years of experience in machine learning engineering or related fields. 3+ years of experience with Databricks
- Required Skills
- PythonJavaMachine LearningMLFlowPyTorchTensorflowDatabricksRscikit-learnMLOps
Requirements
- Bachelor’s or Master’s degree in Computer Science, Data Science, Mathematics, or a related field; PhD is a plus.
- 5+ years of experience in machine learning engineering or related fields.
- 3+ years of experience with Databricks
- Proficiency in programming languages such as Python, R, or Java, with a strong understanding of machine learning libraries and frameworks (e.g., TensorFlow, PyTorch, scikit-learn).
- Experience with cloud platforms and MLOps tools, such as MLflow, for model deployment and monitoring.
- Strong problem-solving skills and ability to work in a fast-paced environment.
- Excellent communication and collaboration skills, with a track record of working effectively in cross-functional teams.
Responsibilities
- Design and implement machine learning models and algorithms with Databricks, including predictive analytics, natural language processing, computer vision, and more.
- Lead the end-to-end development process, from data collection and preprocessing to model deployment and monitoring.
- Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
- Optimize and fine-tune models for performance, accuracy, and scalability in a production environment.
- Stay up-to-date with the latest advancements in machine learning and AI, and apply them to improve existing systems.
- Mentor and guide junior engineers and data scientists in best practices for machine learning and data engineering.
- Contribute to the development of machine learning infrastructure, including data pipelines, model serving frameworks, and monitoring tools.
- Collaborate with client stakeholders to drive solutions to solve business problems.
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