Machine Learning Engineer
Dublin, County Dublin, Ireland · पूरा समय
अप्लाय करने वाले प्रथम बनिए
- अनुभव
- 3+ वर्ष
- वेतन
- —
- उद्घाटन
- 1
- की तैनाती
- 5 पहले
- कार्य मोड
- कार्यालय में हूँ
- शिक्षा
- Degree in Computer Science, Data Science, AI, Mathematics, Statistics, Engineering or related field
- फिर शुरू करना
- आवेदन करना आवश्यक है
आप कहाँ काम करेंगे
नौकरी का विवरण
Overview
Our client is searching for a seasoned Machine Learning Engineer to design, implement, and improve forecasting solutions within a dynamic tech environment. This role will involve working on advanced machine learning projects with a strong emphasis on time-series data.
Key Responsibilities
- Create, optimize, and fine-tune machine learning models focused on time-series forecasting.
- Interpret large-scale and intricate datasets to discover significant trends and actionable business insights.
- Assess model accuracy and reliability; implement enhancements to boost scalability and performance.
- Collaborate with engineering teams to deploy machine learning pipelines into production settings.
- Develop processes for continuous model monitoring, retraining, and upkeep.
- Communicate technical details clearly to both clients and non-technical stakeholders.
- Coordinate with internal teams to ensure machine learning products meet business goals and customer needs.
- Contribute to establishing engineering standards, methodologies, and best practices as the team grows.
Required Experience and Skills
- At least 3 years working as a Machine Learning Engineer, Data Scientist, or a related role with a focus on time-series forecasting projects.
- Solid understanding of machine learning concepts, statistical analysis, and evaluation methodologies.
- Proficient in Python programming and familiar with major machine learning libraries.
- Skilled at preparing, processing, and analyzing structured data sets.
- Experience in deploying and maintaining machine learning models in live production environments.
- Excellent communication skills capable of simplifying complex technical outputs for various audiences.
- Ability to work both independently and as part of a collaborative technical team.
Preferred Skills
- Hands-on experience with cloud platforms such as AWS, Azure, or Google Cloud.
- Knowledge of MLOps concepts, including model monitoring and deployment automation.
- Familiarity with containerization, orchestration, and infrastructure automation tools.
- Experience with computer vision technologies.
- Understanding data engineering and scalable pipeline architectures.
- Previous involvement in roles requiring direct customer interaction.
- Motivation to advance towards leadership or management positions within engineering.
Educational Background
- Degree in Computer Science, Data Science, Artificial Intelligence, Mathematics, Statistics, Engineering, or a related discipline.
- Advanced degrees in relevant technical fields are advantageous but not mandatory.
Work Schedule and Benefits
- Permanent full-time role based in Dublin, Ireland.
- Standard Monday to Friday office hours.
- Flexibility for hybrid working arrangements dependent on business needs.
- Competitive compensation with benefits package included.
- Opportunities for ongoing professional growth and leadership development.
- Engagement with cutting-edge machine learning projects and technologies.