Key Roles and Responsibilities
We are seeking a skilled Machine Learning Engineer to establish and lead our machine learning initiatives. This is a critical, foundational role where you will have the unique opportunity to shape the future of data science and ML.
* Initiatives Leadership:
o Closely collaborate with stakeholders to identify and prioritize impactful ML opportunities that align with Niche's strategic goals.
* Model Development:
o Lead end-to-end development of machine learning models – from data collection and feature engineering to algorithm selection, training, tuning, and validation.
* System Deployment:
o Develop production-grade code and systems to deploy, serve, and monitor ML models at scale, ensuring reliability and performance.
* Performance Analysis:
o Define key performance metrics, establish robust monitoring frameworks, analyze model performance in production, and drive continuous improvement through iteration and experimentation.
* Communication and Collaboration:
o Clearly communicate complex ML concepts, model behaviors, and results to both technical and non-technical audiences.
* Team Leadership:
o Establish ML development best practices, coding standards, and documentation.
* Innovation and Improvement:
o Stay abreast of the latest advancements in machine learning, data science, and MLOps, evaluating and potentially adopting new technologies and techniques relevant to Niche.