AI/RAG engineer

About the role

As an , you will play a pivotal role in shaping the future of cryptocurrency data analysis and accessibility. Your primary focus will be on developing and enhancing AI-driven retrieval-augmented generation (RAG) systems that empower users to extract valuable insights from vast amounts of data. This position offers an exciting opportunity to work at the intersection of artificial intelligence and blockchain technology, contributing to innovative solutions that enhance the user experience on one of the leading cryptocurrency platforms.

Key facts

What you'll do

• Design, implement, and optimize AI models specifically tailored for retrieval-augmented generation tasks in the cryptocurrency domain.
• Collaborate with cross-functional teams, including data scientists and software engineers, to integrate AI solutions into existing systems and workflows.
• Conduct thorough research and analysis to identify the most effective algorithms and methodologies for enhancing data retrieval and generation processes.
• Develop and maintain robust data pipelines that ensure the seamless flow of information between various components of the AI system.
• Monitor and evaluate the performance of AI models, making necessary adjustments to improve accuracy and efficiency.
• Create comprehensive documentation for AI systems, including design specifications, user guides, and maintenance procedures.
• Stay updated on the latest advancements in AI and machine learning, applying new techniques and technologies to improve existing systems.
• Engage with the user community to gather feedback and insights, using this information to refine AI functionalities and enhance user satisfaction.
• Participate in code reviews and contribute to best practices in software development, ensuring high-quality code and system reliability.
• Assist in training and mentoring junior engineers and interns, fostering a collaborative and innovative team environment.
• Contribute to the development of educational resources and tools that help users better understand and utilize AI-driven features on the platform.
• Collaborate with product managers to define project scopes, timelines, and deliverables, ensuring alignment with business objectives.

Requirements

• Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
• A minimum of 3 years of experience in AI, machine learning, or data engineering, with a focus on retrieval-augmented generation techniques.
• Proficient in programming languages such as Python, Java, or C++, with a strong understanding of AI frameworks like TensorFlow or PyTorch.
• Experience with natural language processing (NLP) techniques and tools, particularly in the context of data retrieval and generation.
• Familiarity with cloud computing platforms (e.g., AWS, Google Cloud, Azure) and their AI services.
• Strong analytical and problem-solving skills, with the ability to work independently and as part of a team.
• Excellent communication skills, capable of conveying complex technical concepts to non-technical stakeholders.
• Proven track record of delivering high-quality projects on time and within scope.

Nice to have

• Experience in the cryptocurrency or blockchain industry, with a solid understanding of market dynamics and data challenges.
• Knowledge of data visualization tools and techniques to present AI-generated insights effectively.
• Familiarity with version control systems, such as Git, and agile development methodologies.
• Previous experience in a startup environment, showcasing adaptability and a proactive approach to problem-solving.

Skills & tools

• Programming Languages: Python, Java, C++
• AI Frameworks: TensorFlow, PyTorch
• Cloud Platforms: AWS, Google Cloud, Azure
• Data Processing: SQL, NoSQL databases
• Version Control: Git
• Collaboration Tools: JIRA, Confluence

Practical notes

• The exact location for this position is currently unspecified, but candidates should be open to remote work or relocation if necessary.
• Salary details will be discussed during the interview process and will be based on the candidate's experience and qualifications.
• Visa sponsorship is available for qualified candidates, making this an inclusive opportunity for international applicants.

META

Company: Coinmarketcap

Title: AI/RAG Engineer

Listed

location: Unknown

Job type: Full-time

Apply URL: https://coinmarketcap.bamboohr.com/careers/97

Tags: AI, Engineering