Lead Machine Learning Engineer
About Creaitor
We're reshaping the way companies manage their content marketing at Creaitor.
Job Description
We're seeking a highly skilled and motivated Lead Machine Learning Engineer to spearhead our machine learning initiatives working directly with Creaitor's CTO.
Key Responsibilities
* Design, develop, and deploy machine learning models.
* Develop and execute a strategic roadmap for machine learning initiatives aligned with Creaitor's goals.
* Work with cross-functional teams to identify opportunities for leveraging machine learning to solve complex problems and improve user experience.
* Set up and manage vector databases to efficiently store and retrieve high-dimensional data.
* Collect, preprocess, and analyze large datasets to inform model development and extract actionable insights.
* Perform feature engineering to enhance model performance and accuracy.
* Train and fine-tune machine learning models using state-of-the-art techniques.
* Evaluate and optimize model performance to ensure accuracy, efficiency, and scalability.
* Stay up-to-date with the latest research and advancements in machine learning and AI to continuously enhance our platform.
* Implement and maintain robust testing frameworks to ensure the reliability of machine learning solutions.
Requirements
* Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field.
* Proven experience as a Machine Learning Engineer or similar role, with a strong portfolio of successful projects.
* Proficiency in programming languages such as Python, R, or similar.
* Experience with machine learning frameworks and libraries such as TensorFlow, PyTorch, scikit-learn, etc.
* Strong understanding of data structures, algorithms, and software engineering principles.
* Experience in developing AI / ML solutions with a focus on LLM and LLM frameworks (e.g. LangChain).
* Knowledge of natural language processing (NLP) techniques and tools.
* Experience in working with vector databases (e.g., Pinecone, FAISS, Milvus) to store and manage high-dimensional data.
* Cloud experience is a plus.
* Demonstrated ability to lead projects and work independently as well as part of a team.
We're ready to kick our growth into high gear by welcoming new team members with exceptional talent to grow Creaitor to the preferred AI Content Marketing platform for businesses worldwide.