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Senior Machine Learning Engineer

2 months ago

Singapore MyCareersFuture Full time

About the Role

We are seeking a highly skilled Senior Machine Learning Engineer to join our team at MyCareersFuture. As a key member of our organization, you will play a critical role in developing our foundational logical reasoning AI system.

Key Responsibilities

  • Design, develop, deploy, and evaluate novel machine learning models and algorithms to solve theorem proving as a foundational framework to developing logical reasoning in AI.
  • Apply various ML techniques, including supervised, unsupervised, and reinforcement learning.
  • Work with large datasets to preprocess, clean, and transform data for model training and evaluation.
  • Implement data pipelines and ETL processes to ensure efficient data flow and accessibility.
  • Design and conduct experiments, analyze results, develop metrics, and benchmarks to profile and optimize the performance of machine learning models.

Desired Experience & Qualifications

  • Masters or Ph.D. in Computer Science, Engineering, Mathematics, or a related field.
  • 5+ years of experience in machine learning, AI, or related fields.
  • Proven experience with machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn.
  • Experience with data engineering tools and platforms such as Apache Spark, Hadoop, or similar.
  • Experience with MLOps practices and tools for model deployment, monitoring, and logging such as Prometheus, Grafana, or ELK stack.
  • Experience with deep learning architectures and techniques, especially across domains, including vision, natural language, graphs.
  • Experience with program/code synthesis or models focused on systems design generation.
  • Experience applying ML to various real-world and engineering use cases.
  • Familiarity with cloud platforms and their ML toolkits, especially containerization and orchestration tools such as Docker and Kubernetes.
  • Familiarity with CI/CD tools like Jenkins, GitLab CI, or CircleCI.
  • Contributions to open-source projects in machine learning or AI communities.

Equal Employment Opportunity

MyCareersFuture is firmly committed to Equal Employment Opportunity (EEO) and to compliance with all Singapore and US federal, state, and local laws and/or guidelines that prohibit employment discrimination on the basis of age, race, color, gender, sexual orientation, gender identity, ethnicity, national origin, citizenship, religion, genetic carrier status, disability, pregnancy, childbirth, or related medical conditions, marital status, protected veteran status, and other protected classifications.