AI Engineer/Developer
4 weeks ago
We are seeking a highly skilled AI Engineer/Developer to join our team at RandomTrees. As an AI Engineer/Developer, you will be responsible for designing, implementing, and optimizing large language models. You will work closely with data scientists, researchers, and other engineers to develop state-of-the-art NLP applications.
Key Responsibilities:
* Design and implement large language models to address various NLP tasks such as text generation, summarization, translation, and more.
* Optimize model performance through techniques like pruning, quantization, and distillation to ensure efficiency and scalability.
* Stay up-to-date with the latest advancements in the field of NLP and LLMs, and integrate new techniques and methodologies into our models.
* Work with large datasets to preprocess and clean data, ensuring high-quality input for model training and evaluation.
* Collaborate with cross-functional teams, including data scientists, software engineers, and product managers, to deliver robust AI solutions.
Requirements:
* Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
* Proven experience in developing and deploying large language models.
* Experience with frameworks like TensorFlow, PyTorch, or similar.
* Good to have experience with CI/CD pipelines and tools (e.g., Jenkins, GitLab CI).
* Proficiency in programming languages such as Python.
* Strong understanding of NLP techniques and machine learning algorithms, Opensource LLMs.
* Good to have familiarity with containerization and orchestration tools (e.g., Docker, Kubernetes).
* Must have AWS / Azure or MLflow hands-on experience in deploying models in the cloud environment, familiar with cloud PLM.
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