#вакансія Associate Machine Learning Engineer ‼
2 дні в офісі у Лондоні, Онтаріо
Якщо цікаво можу розказати детальніше у ПП.
What you will be doing:
Participate in the design and development of our NLP solutions with a focus on Transformer-based models such as those available through Hugging Face
Create innovative techniques of processing natural language, extracting valuable data, and integrating this into our existing systems
Utilize cloud infrastructure for deploying and scaling NLP solutions
Leverage existing ML libraries and services when they exist (i.e. don't reinvent the wheel)
Understand ML fundamentals: regression models, feature engineering, hyperparameter optimization, model fine-tuning and validation
Contribute knowledge and assistance to teams engaged in machine learning activities
Constantly learn from and educate others to improve yourself
What we're looking for:
Master's or Bachelor's degree in Computer Science, Software Engineering, Data Science, Mathematics, Statistics, (or related field of study)
2+ years of professional experience in at least one area of machine learning (deep learning, NLP, computer vision, etc.)
Experience building algorithms and solutions using ML
Understanding of common software engineering skills and practices (Git version control, build pipelines, etc.)
Strong problem-solving skills
Excellent troubleshooting skills with both technical and non-technical issues
Excellent written and verbal communication skills; team player
You will also need established experience in and/or knowledge of:
Machine learning frameworks: TensorFlow or PyTorch
Machine learning libraries: Transformers, Scikit-learn
Strong proficiency in Python
Cloud computing environments and ML/NLP related cloud services from Azure, AWS or GCP
Data visualization/manipulation techniques
Familiarity with Databases (Oracle, MongoDB, etc.) and Big Data platforms (Hadoop/AWS EMR)
