Middle ML Engineer - Generative AI (Python) Offline
Hello!
We are Harmix (www.harmix.ai), a Ukrainian startup creating innovative products for the music industry. Our mission is to transform the approach to music search and analysis using advanced AI technologies.
We seek a Middle ML Engineer specializing in Generative AI to join our innovative team. You'll be at the forefront of developing multimodal AI, Large Language Models (LLMs), and AI Agents.
Key Responsibilities:
- Develop and optimize generative models using Python and PyTorch.
- Implement and refine multimodal AI solutions integrating audio, text, and visual data.
- Design and enhance Large Language Models (LLMs) and AI agents for complex tasks.
- Build robust ML pipelines for training, evaluation, and deployment.
- Collaborate closely with backend, frontend, and DevOps teams to ensure seamless integration of AI models.
- Conduct experiments, analyze results, and continually improve model performance.
Document research findings, codebases, and model architectures clearly and effectively.
What We Expect from the Candidate:
- Solid understanding of Machine Learning fundamentals, including deep learning, NLP, and generative models.
- 3+ years of experience working with Python and PyTorch.
- Practical experience with LLMs (e.g., GPT models, LLaMA), transformer architectures, and AI agents.
- Experience developing and deploying multimodal AI systems.
Strong analytical and problem-solving skills.
What Is a Plus:
- Experience with vector databases and retrieval systems.
- Knowledge of cloud services (AWS, GCP, Azure) and containerization (Docker).
- Understanding of Databricks, CI/CD processes and deployment best practices.
Contributions to open-source ML/AI projects.
What We Offer:
- Remote Contract: 15-20 hours per week.
- Flexible work schedule.
- Collaborative environment with opportunities for professional growth.
- Chance to contribute directly to innovative products shaping the future of the industry.
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