We are looking for passionate and motivated Applied Scientists to join our newly formed team. You will play a critical role in leveraging advanced AI technologies to transform content creation, review, and maintenance. If you possess intellectual curiosity and expertise in artificial intelligence, this is your opportunity to make a significant impact in a commercial environment using the Azure Cloud technology stack.
Key Responsibilities
- Problem Definition. Define project goals and align AI outcomes with business objectives.
- Data Processing. Collect and clean datasets to ensure high-quality inputs for modeling.
- Exploratory Data Analysis. Analyze data to identify patterns that inform feature selection.
- Feature Engineering. Utilize domain expertise to create features that enhance model performance.
- Model Development. Implement and optimize machine learning algorithms to improve outcomes.
- Model Validation. Evaluate model performance using appropriate metrics on unseen data.
- Model Deployment. Integrate models into production systems for effective operation.
- Monitoring and Iteration. Continuously monitor model performance and make adjustments based on feedback.
- Results Communication. Present insights and successes via real-time dashboards.
- Maintenance. Manage cloud environments using DevOps practices to ensure stability and scalability.
Qualifications
- Solid foundation in machine learning with demonstrable experience in industry or academia.
- Strong understanding of machine learning concepts, able to explain both theory and applications.
- Proficiency in Natural Language Processing (NLP) techniques, with successful project implementations.
- Experience in translating academic knowledge into practical solutions for real-world challenges.
- Skilled in data analysis using Python, Pandas, and Jupyter Notebooks or similar tools.
- Proficient in .NET or similar frameworks, with additional expertise in Python.
- Experience in team-based development, utilizing Git for version control and managing release cycles.
Why Join Us?
At Microsoft, we are committed to fostering an inclusive culture where everyone can thrive. Our values of respect, integrity, and accountability guide our actions, and we embrace a growth mindset that drives innovation and collaboration. If you’re ready to tackle real-world challenges and help customers succeed, we invite you to apply!