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Artificial Intelligence and Machine Learning Specialist
2 months ago
We are seeking a highly skilled Machine Learning and Artificial Intelligence Engineer to join our team at Generative.
Key Responsibilities:
- Design and develop cutting-edge machine learning algorithms and deep learning applications for recommendation systems.
- Ensure that our algorithms generate accurate product recommendations, driving business growth and customer satisfaction.
- Build prototypes and apply appropriate machine learning algorithms and tools to drive innovation and efficiency.
- Construct optimized data pipelines to feed machine learning models, ensuring seamless data flow and high-quality insights.
- Design and develop machine learning tests and experiments, documenting findings and results to inform data-driven decisions.
- Train, fine-tune, and monitor machine learning systems and models, ensuring they meet business objectives and stay ahead of the competition.
- Apply methods and technologies related to Large Language Models (LLMs), from model fine-tuning to prompt engineering, to drive business value and customer engagement.
Requirements:
- Bachelor's degree (or equivalent) in computer science, mathematics, or a related field.
- Proven experience as a machine learning engineer or in a similar role, with a strong track record of delivering high-quality results.
- Impeccable analytical and problem-solving skills, with a deep understanding of probability, statistics, and algorithms.
- Strong background in math and computer science, with proficiency in machine learning frameworks, such as PyTorch.
- Familiarity with data structures, data modeling, and software architecture, with excellent time management and organizational skills.
- Strong communication and collaboration abilities, with a proven ability to work in a fast-paced, startup environment.
- 5+ years of experience in the field, with a strong understanding of financial products and services, and the ability to translate complex financial concepts into machine learning models.
Preferred Qualifications:
- Experience in building scalable machine learning solutions that address specific financial industry challenges, such as risk assessment, fraud detection, or customer segmentation.
- A strong understanding of financial regulations and compliance, with the ability to design and develop machine learning models that meet regulatory requirements.
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