
Senior AI Developer
2 weeks ago
Job Overview:
We are seeking a skilled Machine Learning Engineer to design and implement cutting-edge AI solutions. The ideal candidate will have hands-on experience with large language models, machine learning pipelines, and Python development.
Key Responsibilities:
- Design and develop machine learning models and pipelines, including LLM-based solutions.
- Translate prototypes and research into production-grade code and deployable components.
- Fine-tune foundation models and LLMs for specific use cases.
- Train and optimize numeric machine-learning models.
- Apply prompt engineering and build agent-based architectures for complex task automation.
- Integrate models into backend systems and support real-time/batch inference services.
- Collaborate with cross-functional teams to ensure safe and robust use of generative AI.
Requirements:
- Bachelor's or Master's in Computer Science, Engineering, or a related technical field.
- 3+ years of experience building and deploying machine learning models in production.
- Hands-on experience with LLM solution development and integration.
- Proficiency with Python and ML libraries like PyTorch, TensorFlow, scikit-learn, or Hugging Face Transformers.
- Deep understanding of agent architectures, prompt engineering, and LLM guardrails.
- Experience with CI/CD practices, version control, testing, and model governance.
- Comfortable working with cloud platforms (AWS, GCP, or Azure) and container technologies (Docker, Kubernetes).
Nice to Have:
- Experience with vector databases (e.g., Pinecone, Weaviate, FAISS) or orchestration tools (e.g., MLflow, Airflow).
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