Oneture Technologies - Machine Learning Engineer - Data Modeling

Location : Bangalore Experience : 2 - 4 Years Technologies : Data Modelling, Machine Learning Architecture, Databricks, Airflow, Tensorflow, Keras, PyTorch, Sci-kit Learn, AWS cloud, OpenSearch, NLP About Team : Our team actively engages in developing recommendation engines for a customer. As an ML Engineer, you have to build a Machine Learning platform which enhances productivity, and increases the speed at which the Machine learning team delivers outcomes. You are expected to participate in building a robust, scalable and maintainable ML Platforms like ML feature stores, ML development utilities, ML deployment, and observability tools(MLOps). What You Will Do : - Build, and contribute to ML platforms like feature stores, ML deployment infrastructure Bring industry best practices of MLOps and continuously improve the MLOps pipeline to be the best. - Automating machine learning deployment. - Building systems for monitoring all components of ML pipelines. - Identifying and creating modules to implement ML components which are common to multiple ML pipelines. - Implementation of MLOps framework and governance. - Actively contribute in peer code reviews and ensure best practices are followed in ML development. Skills : - Have a sound understanding of data modeling pipelines, optimization Oneture Technologies Pvt. Ltd. techniques, and prevalent ML architectures (Databricks, Airflow and MLFlow). - Experience with frameworks such as TensorFlow, Keras, PyTorch, and Scikit-Learn. - Solid understanding of AWS cloud platform and experience in deploying the models in cloud architectures. - Knowledge of software testing, deployment and maintenance. - Work closely with cross-functional teams to design, deploy, and improve scalable machine learning models. - Experience on Search, Ranking, Relevance, Recommendations is highly preferred. - Knowledge of PySpark and visualization tools like Grafana. - Moderate background in machine learning and deep learning (ref:hirist.tech)

Location: bangalore, IN

Posted Date: 4/18/2025