Требования
- A graduate degree in Computer Science, Data Science, Statistics, Informatics, Information Systems or a similar quantitative field
- 3+ years of experience in a similar role
- Experience with AI/ML algorithm R&D
- Design, build, and test machine learning pipelines from end-to-end
- Hands-on experience with AI modeling tools and software, like TensorFlow, PyTorch, Langchain, etc.
- Having programming skills in languages such as Python (and relevant libraries such as pandas, numpy) or R
- Advanced SQL knowledge and experience with data warehousing concepts and tools
- Strong communication skills to effectively collaborate with cross-functional teams and present complex findings to stakeholders - be able to translate business requirements into functional specifications and turn complex information into clear facts helping internal consumers interpret data to take action
- Strong experience in analytics engineering, data engineering, or a similar role involving data integration, transformation, and analysis with exposure to multi-disciplinary data (Engineering, Accounting, Compliance, Customer Support, Marketing etc.) Ability to work comfortably in a git framework
- Be experienced working with a variety of databases but have deep knowledge of at least one
- Excellent organizational skills and problem-solving skills, with the ability to think analytically and strategically
- Experience with coding language principles: logic, scripting, system configuration, scheduling and monitoring
- Perform ad hoc analysis, and robust validation and triangulation of data
- Ability to work in a fast-paced and rapidly evolving environment
What Makes You Stand Out
- Knowledge and experience with AI/ML algorithm development and dataset generation
- Familiar with NLP, neural networks, deep learning or machine learning algorithms
- Familiar with large-scale model training
- Experience with Docker, Containerization, AWS services. Good to have experience with: Lambda, S3, EC2
- Experience with Looker or with alternative visualization solutions like Qlik, Tableau or PowerBI
- Experience with ETL/ELT solutions like Fivetran
- Solid understanding of AI and machine learning principles and practical experience in implementing AI models and algorithms
- Familiarity with the digital asset/cryptocurrency industry and related data sources
- You’re business-driven - facilitating speed, accuracy, quality and a service attitude
- You’re a self-starter and a quick learner