Machine Learning Engineer

3 weeks ago

Dublin, Dublin City, Ireland PTR Global Full time
Overview

PTR Global, a Pinnacle Group company, is seeking a senior Machine Learning Engineer to join the global Client Music operations team. Location: Dublin, Ireland. Day 1 onsite in Dublin; Hybrid – 3 days onsite per week. Long-term contract. No mid layer / No Implementation partners are involved.

This range is provided by PTR Global. Your actual pay will be based on your skills and experience — talk with your recruiter to learn more.

Pay

Base pay range: $60.00/hr - $65.00/hr

Summary

Client is seeking a senior machine learning engineer to join our global Client Music operations team. The ideal candidate will collect business requirements, prepare data sets, train, evaluate and deploy Machine Learning (ML) models, monitor their performance and retrain models if needed in the media (music, video and image domain). These models will help Client Music operations team improve the user experience.

Key Qualifications
  • 10+ years of machine learning industry experience
  • Strong experience using machine learning tools, libraries, and frameworks such as scikit-learn, pandas, numpy, pytorch, mllib and others
  • Excellent knowledge and experience in all major machine learning algorithms, statistical regression and deep learning included.
  • Strong production experience training and evaluating ML models with proper pipelines and metrics
  • Proficiency in at least one programming language, preferably Python
  • Strong knowledge and hands-on experience with SQL and different database technologies
  • Excellent written/verbal communication and interpersonal skills
Responsibilities
  • This role will build the suite of Data, AI, and Machine Learning products, including, but not limited to, LLM and GenAI.
  • Collaborate with business stakeholders to clarify requirements, use cases and business metrics
  • Work with data engineers to set up the data pipeline and prepare data sets for model building
  • Work with business domain experts to understand the data and create features for model training
  • Design, build, and evaluate models. Partner with the SRE team to deploy the models for inference. Monitor the models' performance and re-train as needed
  • Communicate and explain the models to the business partners to secure adoption
Education

MS or PhD in Computer Science or equivalent field

Compensation details

Pay Range: $60/hr - $65/hr

The specific compensation for this position will be determined by a number of factors, including the scope, complexity and location of the role as well as the skills, education, training, credentials and experience of the candidate; and other conditions of employment. Our full-time consultants have access to benefits including medical, dental, vision as well as 401K contributions.

Seniority level
  • Mid-Senior level
Employment type
  • Contract
Job function
  • Information Technology
Industries
  • IT Services and IT Consulting
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