ML & Automation Manager MLOps, AI, Agentic AI, Azure, AWS Remote / Dublin

DCG Poland; Dublin; Remote; EUR 70,000 - 90,000; Full time

Benefits offered by this job

Private medical care

Co-financing for the sports card

Training & learning opportunities

Constant support of dedicated consultant

Job summary

DCG Poland is seeking an experienced ML & Automation Manager based in Dublin, Ireland. The role involves leading machine learning and automation projects, collaborating with clients, and ensuring high-quality deliverables. Candidates should have a strong background in ML frameworks and cloud deployments, combined with excellent analytical and communication skills. The position offers private medical care, sports card co-financing, and ongoing training opportunities.

Qualifications

• 5+ years of experience in machine learning and process automation solutions.
• Experience with deployments in at least one public cloud.
• Considerable knowledge of modern ML frameworks and analytical tools.

Responsibilities

• Lead ML and process automation projects from concept to production.
• Collaborate with clients on ML, AI, and automation transformation.
• Implement quality ML models in scalability-focused cloud environments.

Skills

Machine Learning

Process Automation

Data Ethics

Azure

AWS

MLOps

Agile Methodologies

Analytical Skills

Communication Skills

Education

Bachelor's degree in a technical field

Tools

Modern ML frameworks

Analytical tools

Job description

ML & Automation Manager

Responsibilities

• Leading machine learning and process automation projects from the concept phase through to production deployment
• Collaborating with clients to identify areas with high potential for transformation using ML, AI, and automation
• Designing and implementing ML models using modern frameworks and analytical tools
• Delivering solutions in cloud environments (Azure, AWS, others) with a focus on scalability and reliability
• Ensuring solutions comply with Responsible AI principles, data ethics, and privacy protection
• Clearly communicating analysis results and recommendations to business and technical stakeholders
• Managing, mentoring, and developing teams of ML engineers and automation specialists
• Ensuring high-quality project deliverables and timely completion of objectives
• Co-creating the ML & Automation competency development strategy within the Data & AI team
• Building and developing a repository of reusable assets, accelerators, and architectural patterns
• Providing technical input for proposals, offers, and presales, including defining architecture and estimates
• Monitoring market and technology trends (ML, GenAI, Agentic AI, automation)
• Knowledge sharing – internal and external thought leadership

Requirements

• At least 5+ years of experience in designing and implementing solutions in the areas of machine learning, advanced analytics, and process automation
• Experience with ML/AI deployments in at least one public cloud
• Knowledge of modern ML frameworks and analytical tools
• Practical knowledge of MLOps and the ML model lifecycle
• Understanding of Responsible AI principles, data ethics, and governance
• Excellent analytical, communication, and presentation skills
• Experience with project work in an agile environment and cross-functional teams
• Bachelor's degree (preferably in a technical field); postgraduate studies or AI/ML certifications are a plus
• Experience in designing AI architectures or Agentic AI – a major asset

Offer

• Private medical care
• Co-financing for the sports card
• Training & learning opportunities
• Constant support of dedicated consultant