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ML Engineer- W2

Remote · Philippines Full-time

Job Title – Machine Learning Engineer Job Type – Remote Duration- 6+ months Job Description:

Required Qualifications

  • Bachelor's degree in Computer Science, Data Science, Engineering, Mathematics, Statistics, or a related field.
  • 8+ years of experience developing machine learning solutions in production environments.
  • Strong proficiency in Python and software engineering best practices.
  • Experience with machine learning frameworks such as:
  • TensorFlow
  • PyTorch
  • Scikit-learn
  • XGBoost
  • Strong understanding of supervised and unsupervised learning techniques.
  • Experience building and managing data pipelines.
  • Knowledge of SQL and large-scale data processing technologies.
  • Experience with cloud platforms such as AWS, Azure, or Google Cloud Platform.
  • Familiarity with containerization and orchestration tools such as Docker and Kubernetes.
  • Experience with version control systems and CI/CD processes.
  • Strong analytical, problem-solving, and communication skills.

Preferred Qualifications

  • Master's degree or PhD in a relevant technical field.
  • Experience with large language models (LLMs), generative AI, or retrieval-augmented generation (RAG).
  • Knowledge of MLOps tools such as MLflow, Kubeflow, SageMaker, or Vertex AI.
  • Experience with distributed computing platforms such as Spark.
  • Familiarity with vector databases and embedding technologies.
  • Experience building AI-powered applications in a production environment.
  • Knowledge of responsible AI, model governance, and explainability techniques.

Technical Skills Programming

  • Python
  • SQL
  • Java, Scala, or C++ (preferred)

Machine Learning & AI

  • Deep Learning
  • Natural Language Processing (NLP)
  • Computer Vision
  • Predictive Modeling
  • Generative AI
  • LLM Fine-Tuning

Cloud & Infrastructure

  • AWS, Azure, or GCP
  • Docker
  • Kubernetes
  • REST APIs
  • CI/CD

Data Technologies

  • Spark
  • Databricks
  • Airflow
  • Feature Stores
  • Data Warehousing Solutions

Success Metrics

  • Model accuracy and performance improvements
  • Deployment reliability and scalability
  • Reduction in model latency and infrastructure costs
  • Business impact generated through AI initiatives
  • Quality and maintainability of production ML systems
  • Operational excellence through effective monitoring and automation

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