Software Engineer, Machine Learning

About the role

Software Engineer, Machine Learning at EMA. Conceptualize, develop, and deploy machine learning models that underpin our NLP, retrieval, ranking, reasoning, dialog and code-generation systems.

What you'll do

• Conceptualize, develop, and deploy machine learning models that underpin our NLP, retrieval, ranking, reasoning, dialog and code-generation systems
• Implement advanced machine learning algorithms, such as Transformer-based models, reinforcement learning, ensemble learning
• Lead the processing and analysis of large, complex datasets (structured, semi-structured, and unstructured), and use your findings to inform the development of our models
• Work across the complete lifecycle of ML model development, including problem definition, data exploration, feature engineering, model training, validation
• Implement A/B testing and other statistical methods to validate the effectiveness of models. Ensure the integrity and robustness of ML solutions by developing automated…

What you need

• 7–13 years in data science & ai
• Machine learning
• NLP
• SQL
• Python
• LLMs
• ETL
• PhD

Good to have

• Data warehousing
• MLOps
• TensorFlow
• PyTorch
• Data structures
• Test automation