Machine Learning Engineer

Found in: Talent IE C2 - 3 weeks ago

Dublin, Ireland ST Engineering Full time

Title: Machine Learning Engineer

Job ID: Location:

Digital Hub, SG

Description:

Job Description Summary

We are seeking a Data Analyst / Machine Learning Engineer to join our dynamic team. As a Data Analyst / Machine Learning Engineer, you will play a key role in developing and implementing cutting-edge machine learning models and algorithms to solve complex business problems. Your expertise will contribute to enhancing the service delivery of analytics solutions and products to our customers.

Key Job Accountabilities

Develop and deploy machine learning models: Design, build, and optimize machine learning models and algorithms to solve specific business problems. Collaborate with cross-functional teams to gather requirements, define objectives, and deploy models into production environments. Model training and evaluation: Train and fine-tune machine learning models using appropriate algorithms and techniques. Evaluate model performance and identify areas for improvement, employing techniques such as cross-validation, hyperparameter optimization, and ensemble methods. Model deployment and integration: Collaborate with software engineers and DevOps teams to deploy machine learning models into production environments. Implement APIs and integrate models with existing systems and applications to enable real-time decision-making. Performance monitoring and maintenance: Monitor model performance and address any issues or anomalies that arise. Continuously improve models by refining algorithms, optimizing code, and incorporating feedback from users and stakeholders. Data analysis and insights: Perform exploratory data analysis, generate insights, and present findings to stakeholders. Use statistical methods and visualization techniques to communicate complex concepts and patterns effectively. Stay up-to-date with the latest advancements: Keep abreast of the latest research and trends in machine learning and artificial intelligence. Evaluate and recommend new tools, libraries, and methodologies to enhance the efficiency and effectiveness of the machine learning workflow.

Required Experience and Qualifications:

Technical Knowledge/Skills/Competencies

Strong programming skills in languages such as Python. Proficiency in machine learning frameworks such as TensorFlow, PyTorch, or Scikit-Learn etc. Solid understanding of Statistical Analysis, Probability Theory, and Hypothesis Testing. Familiarity with machine learning tools on cloud platforms (e.g., AWS, Azure, GCP) and distributed computing frameworks (e.g., Spark) is a plus. Experience: At least 2 years’ experience working in a similar role. Hands-on experience in designing, developing, and deploying machine learning models in real-world applications.

Soft Skills

Problem-solving and analytical mindset: Ability to analyze complex problems, break them down into solvable components, and develop innovative machine learning solutions. Strong mathematical and analytical skills are essential. Communication and collaboration: Excellent verbal and written communication skills, with the ability to convey technical concepts to both technical and non-technical stakeholders. Proven ability to work collaboratively in a team environment and effectively manage multiple priorities. Adaptability and continuous learning: Willingness to adapt to evolving technologies and learn new tools and techniques. Demonstrated commitment to staying updated with the latest advancements in machine learning and artificial intelligence.

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