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TechHeads

AI/ML Engineer

TechHeads
Ireland · Full-time · Mid-Senior

🚀 Join Us as an AI/ML Engineer – Shape the Future of Finance & Telecom with Intelligence


AI Engineer – Remote First

Permanent ¦¦ Remote First ¦¦ Ireland

Salary Range: €80,000 – €100,000 DOE


We’re looking for a skilled AI/ML Engineer to join our clients Solutions & Innovation team, where cutting-edge technology meets real-world impact. You’ll design and deliver AI-powered solutions that transform operations for global telecom operators and capital markets leaders.


What You’ll Do – And Why It Matters

  • Design & Build Smart Models - Develop advanced models for time-series prediction and anomaly detection. Push the boundaries of what's possible in AI while solving high-value, high-impact problems for global clients.
  • Solve Real Business Challenges - Tackle real-world use cases such as RAN anomaly detection, financial time-series analysis, and network optimisation. See your models come to life in complex, mission-critical environments—making decisions that matter in real time.
  • Engineer Scalable Data Pipelines - Build robust data ingestion and transformation workflows with GCP tools like BigQuery and Cloud Functions. Work with clean, reliable data at scale—so your models have the best foundation for success.
  • Deploy AI into Production - Use Vertex AI and Cloud Run to serve models with RESTful APIs for seamless integration. Go beyond experimentation—see your solutions deployed, used, and delivering real value to clients.
  • Collaborate Across Disciplines - Work closely with solution architects, cloud engineers, and domain experts in workshops and delivery cycles. Learn from specialists, share your expertise, and grow in a high-performance, cross-functional environment.
  • Monitor & Optimise for Excellence - Define evaluation metrics and implement logging and retraining pipelines. Build resilient, maintainable systems that continue to perform long after go-live.


What You Bring – Your Edge

  • Advanced Python & ML Skills: Bring models to life using TensorFlow or PyTorch with confidence and clarity.
  • Time-Series & Anomaly Detection Experience: Understand complex multivariate signals and detect what others miss.
  • GCP Expertise: Confident in using Vertex AI, BigQuery, Cloud Run, and more to build cloud-native AI solutions.
  • API & Production Readiness: Comfortable making models accessible, scalable, and production-grade.


Bonus Points – Nice to Have

  • Experience with telecom KPIs (latency, SINR, jitter) or financial datasets (trade logs, FIX messages)
  • Familiarity with Graph Neural Networks and Transformer-based models
  • Knowledge of OSS/BSS systems, RAN telemetry, or trade surveillance
  • CI/CD skills using Docker and GitHub Actions


What’s in It for You?

  • Make a measurable impact – your work helps clients make better decisions, faster.
  • Work with top-tier talent – be part of a collaborative team that values innovation and growth.
  • Build your portfolio – solve problems that span industries, from high-frequency trading to 5G networks.
  • Grow in this role – our client supports learning, experimentation, and taking AI to production at scale.


Ready to innovate at the frontier of AI and industry? Apply today and turn ideas into intelligence.

Key Skills

Ranked by relevance

ai cloud restful apis tensorflow pytorch python gcp
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Posted
Apr 22, 2025
Type
Full-time
Level
Mid-Senior
Location
Ireland
Company
TechHeads

Industries

Technology Information Media Software Development

Categories

Engineering Information Technology

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