
Data Scientist for Predictive Automation Optimization
7 days ago
We are seeking a highly skilled machine learning engineer to lead our team in optimizing machine learning systems. The ideal candidate will have solid data science knowledge and experience in a related ML role, with expertise that translates into enhanced performance of predictive automation software.
Key Responsibilities:
- Collaborate with managers to determine and refine machine learning objectives.
- Design machine learning systems and self-running artificial intelligence (AI) software to automate predictive models.
- Transform data science prototypes and apply appropriate ML algorithms and tools.
- Ensure algorithms generate accurate user recommendations.
- Turn unstructured data into useful information by auto-tagging images and text-to-speech conversions.
- Solve complex problems with multi-layered data sets, and optimize existing machine learning libraries and frameworks.
- Develop ML algorithms to analyze huge volumes of historical data to make predictions.
- Run tests, perform statistical analysis, and interpret test results.
- Document machine learning processes.
- Stay up-to-date with developments in machine learning.
Desired Candidate Profile:
- Bachelor's degree in Computer Science, Data Science, Mathematics, or a related field.
- Master's degree in Computational Linguistics, Data Analytics, or similar is advantageous.
- At least 1 year's experience as a Machine Learning Engineer.
- Advanced proficiency with Python, Java, and R code writing.
- Extensive knowledge of ML frameworks, libraries, data structures, data modeling, and software architecture.
- In-depth knowledge of mathematics, statistics, and algorithms.
- Superb analytical and problem-solving abilities.
- Great communication and collaboration skills.
- Excellent time management and organizational abilities.
Functional Area:
- Applied Mathematics
- Computer Science Fundamentals and Programming
- Machine Learning Algorithms
- Data Modeling and Evaluation
- Neural Networks
- Natural Language Processing
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