Principal Data Analyst and AI Researcher
2 settimane fa
We are seeking a highly skilled Principal Data Analyst and AI Researcher to join our AI Team at Musixmatch. As a key member of our team, you will contribute to research that can be applied to our products by adapting creative approaches. Your primary responsibilities will include developing SDKs and frameworks to deploy our AI capabilities on servers, desktop, and mobile devices. You will prototype innovative and state-of-the-art AI solutions for inferencing and training to be integrated into our infrastructure. Your expertise will be applied to Natural Language Understanding, Prompt Engineering, Music and Audio Processing, and Image/Video tasks. You will be responsible for creating clear, concise, and up-to-date technical documentation. Additionally, you will provide support and mentorship to junior engineers when needed.
Requirements:
- M.Sc. or PhD in Engineering, Computer Science, Mathematics, Machine Learning, Data Mining, Information Retrieval, Natural Language Processing, Audio Signal Processing, or related fields
- At least 2 years of experience in Python programming
- Familiarity with Pytorch, TensorFlow, Keras, NumPy, SciPy, scikit-learn
- Experience working with Search Engines for indexing metadata and embeddings
- Demonstrated ability to work in a cross-team environment
- Fluency in English
Nice to have:
- Experience programming in TypeScript/Node.js
- Experience programming in C++
- Experience with MLOps with popular cloud computing platforms
- Experience with vector-based Search Engines and Databases
- Experience with traditional documental Databases and Graph Databases
- Experience in working with LLMs (fine-tuning, quantization) and Prompt Engineering
- Experience in the field of Generative AI applied to Audio, Image, and Video
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