
Advanced Machine Learning Systems Architect
1 day ago
**Job Description**
As Lead Machine Learning Engineer, you will spearhead the design and development of advanced ML models and systems.
You will work closely with cross-functional teams to build solutions focused on financial markets.
- Collaborate with teams to integrate ML solutions into products.
- Drive innovation by researching and applying the latest ML techniques and technologies.
- Develop end-to-end ML workflows with a focus on LLM-based architectures and applications.
- Fine-tune and optimize open-source and proprietary LLMs for real-world use cases.
- Apply techniques like retrieval-augmented generation (RAG), prompt engineering, and model compression to improve performance and efficiency.
- Work with product and engineering teams to integrate LLMs into customer-facing applications.
Requirements
- Strong expertise in Python, ML frameworks (TensorFlow, PyTorch, etc.), and cloud platforms (AWS/GCP/Azure).
- Strong ML/NLP background with a proven track record in developing and shipping LLM-powered products.
- Deep familiarity with tools like Hugging Face Transformers, LangChain, OpenAI/Anthropic APIs, vector databases (e.g., Pinecone, Weaviate), and orchestration frameworks.
- Solid understanding of model evaluation, performance tuning, and responsible AI principles.
- Comfortable working in fast-paced, cross-functional environments.
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