AI/ML Engineer – Ireland
3 weeks ago
Are you an experienced AI/ML Engineer looking for an exciting opportunity to work with cutting-edge technologies? We are seeking a passionate and skilled professional to join our team and drive innovation in artificial intelligence and machine learning solutions.
Key Responsibilities:
- Design, develop, and deploy machine learning models for real-world applications.
- Work with Python, TensorFlow, PyTorch, and Scikit-learn to build and optimize ML pipelines.
- Develop and maintain data pipelines using Apache Airflow, DBT, and Spark for large-scale processing.
- Deploy and scale models on Azure Machine Learning, AWS SageMaker, or Google Vertex AI.
- Utilize SQL, NoSQL (MongoDB, DynamoDB), and Snowflake for data storage and retrieval.
- Implement MLOps best practices, including model monitoring, retraining, and CI/CD pipelines.
- Work with NLP, Computer Vision, and Deep Learning frameworks for advanced AI applications.
- Collaborate with data scientists, software engineers, and business stakeholders to develop AI-driven solutions.
Required Skills & Experience:
- 4+ years of experience in AI/ML engineering or data science.
- Strong programming skills in Python and experience with ML libraries (TensorFlow, PyTorch, Scikit-learn).
- Experience working with cloud platforms (Azure, AWS, or GCP) for AI/ML model deployment.
- Knowledge of big data technologies (Apache Spark, Hadoop) and streaming data (Kafka, Kinesis).
- Hands-on experience with Docker, Kubernetes, and CI/CD tools for ML model deployment.
- Familiarity with feature engineering, hyperparameter tuning, and model interpretability techniques.
- Strong problem-solving skills and ability to work in agile, fast-paced environments.
Preferred Qualifications:
- Experience in NLP (Hugging Face, spaCy) or Computer Vision (OpenCV, YOLO, Detectron2).
- Exposure to AutoML tools and Generative AI models.
- Knowledge of edge AI and federated learning concepts.
Seniority level: Mid-Senior level
Employment type: Full-time
Job function: Information Technology
Industries: Software Development
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