Job Description
We are seeking a talented individual to join our team of experts in Machine Learning. As an ML Engineer, you will play a crucial role in designing, training, and deploying AI models that drive innovation and growth.
About the Role
The successful candidate will be responsible for developing and implementing machine learning algorithms and models that power our business operations. You will work closely with cross-functional teams to design and deploy scalable solutions that meet our customers' needs.
Key Responsibilities
* Design and develop machine learning models that drive business outcomes
* Train and fine-tune models using various datasets and techniques
* Deploy models in production environments and monitor performance
* Collaborate with data engineering teams to maintain data pipelines for ML workloads
* Conduct feature engineering and embeddings generation on structured and unstructured data
* Implement model monitoring, drift detection, and retraining pipelines
* Explore emerging ML architectures and multi-agent orchestration patterns
* Cross-functionally collaborate with R&D, data science, product, and engineering teams
* Mentor junior engineers and contribute to best practices in ML engineering
Requirements
For this role, we are looking for individuals with a strong background in computer science, data science, or related fields. A bachelor's or master's degree is required, along with 3+ years of experience building and deploying ML systems. The ideal candidate will have advanced English skills, strong Python skills, and hands-on experience with PyTorch, TensorFlow, Scikit-Learn, and Hugging Face Transformers. Familiarity with vector databases, embeddings, and retrieval-augmented generation (RAG) pipelines is also essential.
Benefits
At UST, we offer a dynamic work environment, competitive compensation packages, and opportunities for professional growth and development. Our team members enjoy flexible working arrangements, comprehensive benefits, and access to cutting-edge technologies and tools.
UST - Your Next Career Destination
UST is a global company that has been shaping the future of technology for over 25 years. We pride ourselves on our collaborative culture, commitment to excellence, and passion for innovation. Join us and discover a world of possibilities!