Machine Learning Engineer
1 week ago
We are seeking a talented and motivated Mid-Level Machine Learning Engineer to join our team at Odlica. In this role, you will play a crucial part in developing and deploying, and maintaining our AI solutions. You'll work closely with our machine learning team to design and build scalable ML systems that address our clients' needs.
Key Responsibilities:
- Build industrial-level models for critical ML tasks using advanced modeling techniques.
- Monitor and enhance model performance, ensuring reliability and scalability.
- Build and integrate APIs for deploying ML solutions.
- Design, develop, and optimize Retrieval-Augmented Generation (RAG) models for effective information retrieval and generation in conversational AI systems.
- Fine-tune and optimize large language models (e.g., llama3) for specific use cases
- Utilize vector databases and advanced indexing techniques to efficiently store and retrieve relevant information for conversational contexts.
- Develop, deploy, test, and maintain LLM architectures of all sizes.
- Stay updated on the latest advancements in ML research and techniques.
Qualifications:
- Mid-level experience in machine learning with strong expertise in transformers.
- Proficiency in Python and ML libraries (e.g., TensorFlow, PyTorch).
- Experience with building APIs and frameworks (e.g., FastAPI).
- Familiarity with cloud platforms (e.g., AWS, GCP, Azure).
- Knowledge of Docker for containerization and version control with Git.
- Ability to write clean, maintainable code.
- Excellent communication skills and a collaborative mindset.
Preferred Qualifications:
- Experience with fine tuning open-source large language models (LLMs) such as Llama and Mistral.
Location: Remote
Availability: Full-time
Application Deadline: October 7th, 2024
**Experience**:
- Machine learning development: 1 year (preferred)
Application Deadline: 07/10/2024
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