- Design, build, and deploy machine learning models
- Work on end-to-end machine learning model development from data collection, cleaning, and preprocessing, to training models and deploying them to production
- Analyze large data sets to identify key insights and inform model development
- Implement data processing pipelines to prepare data for machine learning
- Collaborate with data scientists, engineers, and product teams to understand business needs and create effective AI solutions
- Stay updated with the latest machine learning techniques and apply them to solve real-world problems
- Optimize machine learning algorithms for performance, scalability, and reliability
- Scale machine learning solutions for large datasets
- Ensure the robustness of machine learning systems by implementing appropriate testing and validation techniques
- Follow and advocate for best practices in machine learning engineering
- Proficiency with ML libraries and frameworks such as TensorFlow, PyTorch, Keras
- Strong coding skills in Python. Familiarity with additional languages like Java or C++ is a plus
- Experience with data processing and ETL tools
- Familiarity with SQL and NoSQL databases
- Deep understanding of machine learning algorithms, including supervised and unsupervised learning, deep learning, NLP, and reinforcement learning
- Experience with model deployment, A/B testing, and model monitoring in production environments
- Familiarity with cloud services (AWS, GCP, Azure) for machine learning applications.
Skills in data visualization to analyze model performance and data insights
- Experience with version control tools like Git
- Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field
- 2-3 years of experience in machine learning or a related field
- Demonstrated experience in developing and deploying machine learning models
- Strong analytical and problem-solving skills
- Excellent communication and teamwork abilities Interested candidates are requested to submit CV to e-mail with subject “ Middle Machine Learning Engineer”
