Machine Learning Engineer

Reference: 3369_1792500050

Role Overview

We're working with a team that uses Machine Learning and Predictive Analytics to forecast project timelines, permit approvals, resource planning, customer demand, and operational risks. These predictions help drive key business decisions across marketing, sales, and operations.

The team already has machine learning models in production and is looking for someone who can take ownership of existing models, improve prediction accuracy, engineer new features, optimize performance, and deploy scalable ML solutions.

Required Skills

  • Strong Python and SQL experience
  • Machine Learning and Predictive Analytics
  • XGBoost, Scikit-Learn, LightGBM, or similar algorithms
  • Forecasting and Time-Series Modeling
  • Feature Engineering and Model Optimization
  • Model Evaluation (Precision, Recall, F1, ROC-AUC, MAE, RMSE)
  • PySpark / Apache Spark
  • MLflow, Docker, Kubernetes
  • AWS or Azure Cloud
  • Experience deploying and maintaining production ML models

Preferred Background

  • Demand Forecasting
  • Customer Churn Prediction
  • Revenue Forecasting
  • Risk Scoring
  • Resource Planning
  • Pricing Optimization
  • Capacity Planning
  • Supply Chain Analytics
  • Operational Forecasting

GCS is acting as an Employment Business in relation to this vacancy.

COMPETITIVE SALARY
Added 20/10/2026
Reference: 3369_1792500050

Machine Learning Engineer

United States of America Contract Engineering

Other similar jobs

Machine Learning Engineer

Added 20/10/2026

Role OverviewWe're working with a team that uses Machine Learning and Predictive Analytics to forecast project timelines, permit approvals, resource planning, customer demand, and operational risks. These predictions help drive key business decisions across marketing, sales, and operations.The team already has machine learning models in production and is looking for someone who can take ownership of existing models, improve prediction accuracy, engineer new features, optimize performance, and deploy scalable ML solutions.Required SkillsStrong Python and SQL experienceMachine Learning and Predictive AnalyticsXGBoost, Scikit-Learn, LightGBM, or similar algorithmsForecasting and Time-Series ModelingFeature Engineering and Model OptimizationModel Evaluation (Precision, Recall, F1, ROC-AUC, MAE, RMSE)PySpark /...

Learn more

machine learning engineer

Added 08/10/2026

Position SummaryWe are seeking a Machine Learning Engineer to join a high-performing AI and Data Science team responsible for developing, deploying, and maintaining predictive machine learning solutions. This role will focus on designing end-to-end ML pipelines, building scalable predictive models, and operationalizing machine learning workloads in a cloud-based environment.The ideal candidate will possess strong expertise in Python, PySpark, machine learning frameworks, data analysis, and MLOps practices. Experience working with Large Language Models (LLMs) and deploying machine learning solutions in AWS environments is highly desired.Key ResponsibilitiesDesign, develop, and deploy machine learning models focused on predictive analytics and business intelligence use cases.Build...

Learn more

machine learning engineer

Added 08/10/2026

Position SummaryWe are seeking a Machine Learning Engineer to join a high-performing AI and Data Science team responsible for developing, deploying, and maintaining predictive machine learning solutions. This role will focus on designing end-to-end ML pipelines, building scalable predictive models, and operationalizing machine learning workloads in a cloud-based environment.The ideal candidate will possess strong expertise in Python, PySpark, machine learning frameworks, data analysis, and MLOps practices. Experience working with Large Language Models (LLMs) and deploying machine learning solutions in AWS environments is highly desired.Key ResponsibilitiesDesign, develop, and deploy machine learning models focused on predictive analytics and business intelligence use cases.Build...

Learn more

machine learning engineer

Added 07/10/2026

We are seeking a Machine Learning Engineer to join a high-performing AI and Data Science team responsible for developing, deploying, and maintaining predictive machine learning solutions. This role will focus on designing end-to-end ML pipelines, building scalable predictive models, and operationalizing machine learning workloads in a cloud-based environment.The ideal candidate will possess strong expertise in Python, PySpark, machine learning frameworks, data analysis, and MLOps practices. Experience working with Large Language Models (LLMs) and deploying machine learning solutions in AWS environments is highly desired.Key ResponsibilitiesDesign, develop, and deploy machine learning models focused on predictive analytics and business intelligence use cases.Build scalable...

Learn more

machine learning engineer

Added 07/10/2026

Position SummaryWe are seeking a Machine Learning Engineer to join a high-performing AI and Data Science team responsible for developing, deploying, and maintaining predictive machine learning solutions. This role will focus on designing end-to-end ML pipelines, building scalable predictive models, and operationalizing machine learning workloads in a cloud-based environment.The ideal candidate will possess strong expertise in Python, PySpark, machine learning frameworks, data analysis, and MLOps practices. Experience working with Large Language Models (LLMs) and deploying machine learning solutions in AWS environments is highly desired.Key ResponsibilitiesDesign, develop, and deploy machine learning models focused on predictive analytics and business intelligence use cases.Build...

Learn more

machine learning engineer

Added 05/10/2026

Position SummaryWe are seeking a Machine Learning Engineer to join a high-performing AI and Data Science team responsible for developing, deploying, and maintaining predictive machine learning solutions. This role will focus on designing end-to-end ML pipelines, building scalable predictive models, and operationalizing machine learning workloads in a cloud-based environment.The ideal candidate will possess strong expertise in Python, PySpark, machine learning frameworks, data analysis, and MLOps practices. Experience working with Large Language Models (LLMs) and deploying machine learning solutions in AWS environments is highly desired.Key ResponsibilitiesDesign, develop, and deploy machine learning models focused on predictive analytics and business intelligence use cases.Build...

Learn more

machine learning engineer

Added 05/10/2026

Position SummaryWe are seeking a Machine Learning Engineer to join a high-performing AI and Data Science team responsible for developing, deploying, and maintaining predictive machine learning solutions. This role will focus on designing end-to-end ML pipelines, building scalable predictive models, and operationalizing machine learning workloads in a cloud-based environment.The ideal candidate will possess strong expertise in Python, PySpark, machine learning frameworks, data analysis, and MLOps practices. Experience working with Large Language Models (LLMs) and deploying machine learning solutions in AWS environments is highly desired.Key ResponsibilitiesDesign, develop, and deploy machine learning models focused on predictive analytics and business intelligence use cases.Build...

Learn more

Senior Machine Learning Engineer

Added 02/10/2026

Senior Machine Learning Engineer Location: Abu Dhabi, UAE - Remote Global Type: ContractRole Summary We are seeking a Senior Machine Learning Engineer to lead the development and deployment of advanced AI models. In this role, you will be responsible for the end-to-end lifecycle of machine learning systems, from architectural design and data preprocessing to model training, optimization, and production deployment.You will work at the intersection of generative AI and traditional machine learning, building the engines that power automated requirements engineering via LLMs and predictive risk scoring and demand forecasting solutions. Operating within a structured "Sprint Zero" to "Stage Gate" delivery...

Learn more

machine learning engineer

Added 01/10/2026

Position SummaryWe are seeking a Machine Learning Engineer to join a high-performing AI and Data Science team responsible for developing, deploying, and maintaining predictive machine learning solutions. This role will focus on designing end-to-end ML pipelines, building scalable predictive models, and operationalizing machine learning workloads in a cloud-based environment.The ideal candidate will possess strong expertise in Python, PySpark, machine learning frameworks, data analysis, and MLOps practices. Experience working with Large Language Models (LLMs) and deploying machine learning solutions in AWS environments is highly desired.Key ResponsibilitiesDesign, develop, and deploy machine learning models focused on predictive analytics and business intelligence use cases.Build...

Learn more

machine learning engineer

Added 01/10/2026

Position SummaryWe are seeking a Machine Learning Engineer to join a high-performing AI and Data Science team responsible for developing, deploying, and maintaining predictive machine learning solutions. This role will focus on designing end-to-end ML pipelines, building scalable predictive models, and operationalizing machine learning workloads in a cloud-based environment.The ideal candidate will possess strong expertise in Python, PySpark, machine learning frameworks, data analysis, and MLOps practices. Experience working with Large Language Models (LLMs) and deploying machine learning solutions in AWS environments is highly desired.Key ResponsibilitiesDesign, develop, and deploy machine learning models focused on predictive analytics and business intelligence use cases.Build...

Learn more

machine learning engineer

Added 01/10/2026

Position SummaryWe are seeking a Machine Learning Engineer to join a high-performing AI and Data Science team responsible for developing, deploying, and maintaining predictive machine learning solutions. This role will focus on designing end-to-end ML pipelines, building scalable predictive models, and operationalizing machine learning workloads in a cloud-based environment.The ideal candidate will possess strong expertise in Python, PySpark, machine learning frameworks, data analysis, and MLOps practices. Experience working with Large Language Models (LLMs) and deploying machine learning solutions in AWS environments is highly desired.Key ResponsibilitiesDesign, develop, and deploy machine learning models focused on predictive analytics and business intelligence use cases.Build...

Learn more

Machine Learning Scientist / Engineer

Added 01/10/2026

Machine Learning Scientist / Engineer - LLM, NLP & Model TrainingLocation: Seattle, WA - OnsiteEngagement: ContractStart: November 2026Are you an experienced Machine Learning Engineer, ML Scientist, NLP Scientist, Research Scientist, or Applied Scientist who has personally trained and improved machine learning models?We're looking for an ML professional to help develop production GenAI solutions supporting multilingual content across text, images, and video.Your current title matters less than the work you've actually done.We're particularly interested in people who can answer questions like:Why isn't this model performing well?What changes should we make to the training data or fine-tuning strategy?Which foundation model is best...

Learn more

machine learning engineer

Added 30/09/2026

Position SummaryWe are seeking a Machine Learning Engineer to join a high-performing AI and Data Science team responsible for developing, deploying, and maintaining predictive machine learning solutions. This role will focus on designing end-to-end ML pipelines, building scalable predictive models, and operationalizing machine learning workloads in a cloud-based environment.The ideal candidate will possess strong expertise in Python, PySpark, machine learning frameworks, data analysis, and MLOps practices. Experience working with Large Language Models (LLMs) and deploying machine learning solutions in AWS environments is highly desired.Key ResponsibilitiesDesign, develop, and deploy machine learning models focused on predictive analytics and business intelligence use cases.Build...

Learn more

machine learning engineer

Added 30/09/2026

Position SummaryWe are seeking a Machine Learning Engineer to join a high-performing AI and Data Science team responsible for developing, deploying, and maintaining predictive machine learning solutions. This role will focus on designing end-to-end ML pipelines, building scalable predictive models, and operationalizing machine learning workloads in a cloud-based environment.The ideal candidate will possess strong expertise in Python, PySpark, machine learning frameworks, data analysis, and MLOps practices. Experience working with Large Language Models (LLMs) and deploying machine learning solutions in AWS environments is highly desired.Key ResponsibilitiesDesign, develop, and deploy machine learning models focused on predictive analytics and business intelligence use cases.Build...

Learn more

Machine Learning Engineer

Added 25/09/2026

Role Summary This role focuses on building and deploying machine learning solutions that improve personalization, recommendations, and customer experiences across entertainment and digital platforms. The engineer will work with large-scale customer data, develop ML models, create data pipelines, collaborate with data scientists and software engineers, and use experimentation (A/B testing) to improve model performance and user engagement.Key Skills RequiredPython programmingMachine Learning fundamentals (classification, regression, feature engineering, model evaluation)Scikit-learn, TensorFlow, or PyTorchSQL and large-scale data processingGit and software development best practicesData analysis and experimentationPreferred SkillsRecommendation systems and personalizationRanking algorithmsSpark/PySpark, Databricks, MLflowDocker and AWSA/B testing and model optimizationIdeal CandidateAn early-career ML Engineer...

Learn more
At least 8 characters, 1 uppercase, 1 lowercase and 1 special character or number
Your file must be a doc, docx or pdf. No larger than 5MB.