Responsibilities:
- Collaborate with cross-functional teams to understand business requirements and identify opportunities for applying GenAI technologies.
- Develop and implement machine learning models and algorithms for GenAI projects.
- Perform data cleaning, preprocessing, and feature engineering to prepare data for analysis.
- Collaborate with data engineers to ensure efficient data processing and integration into machine learning pipelines.
- Validate and evaluate model performance using appropriate metrics and techniques.
- Develop and deploy production-ready machine learning applications and solutions.
- Utilize object-oriented programming skills to build robust and scalable software components.
- Utilize Kubernetes for container orchestration and deployment.
- Design and build chatbots using GenAI technologies.
- Communicate findings and insights to stakeholders through data visualizations, reports, and presentations.
- Stay up-to-date with the latest advancements in GenAI technologies and recommend innovative solutions to enhance data science processes.
Requirements:
- 3-5 years of relevant technical/technology experience, with a focus on GenAI projects.
- Strong programming skills in languages such as Python, R, or Scala.
- Proficiency in machine learning libraries and frameworks such as TensorFlow, PyTorch, or scikit-learn.
- Experience with data preprocessing, feature engineering, and data wrangling techniques.
- Solid understanding of statistical analysis, hypothesis testing, and experimental design.
- Familiarity with cloud computing platforms such as AWS, Azure, or Google Cloud.
- Knowledge of data visualization tools and techniques.
- Strong problem-solving and analytical skills.
- Excellent communication and collaboration abilities.
- Ability to work in a fast-paced and dynamic environment.
Preferred Qualifications:
- Experience with object-oriented programming languages such as Java, C++, or C#.
- Experience with developing and deploying machine learning applications in production environments.
- Understanding of data privacy and compliance regulations.
- Relevant certifications in data science or GenAI technologies.
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