
Expert Machine Learning Architect
4 hours ago
At a top-tier tech firm, we are seeking an accomplished Senior Software Engineer to spearhead the development of cutting-edge machine learning models.
About the Role:
This role involves designing, building, and deploying AI solutions for production use. You will collaborate with cross-functional teams to understand and solve complex business problems using AI/ML techniques.
- Conduct data preprocessing, feature engineering, model selection, training, evaluation, and optimization.
- Implement scalable ML pipelines using frameworks like TensorFlow, PyTorch, or Scikit-learn.
- Monitor and maintain ML models post-deployment, ensuring performance and relevance.
- Stay updated with the latest trends and research in artificial intelligence and machine learning, and integrate best practices into ongoing projects.
Qualifications and Skills:
- Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, or a related field is required.
- 2–5 years of hands-on experience in AI/ML development, and demonstrated experience in delivering production-grade machine learning solutions.
- Proficiency in Python and ML libraries (TensorFlow, PyTorch, Scikit-learn, XGBoost, etc.).
- Strong understanding of data structures, algorithms, and model evaluation metrics.
- Familiarity with data handling tools (Pandas, NumPy), databases (SQL/NoSQL), and cloud services (AWS, GCP, Azure).
- Understanding of MLOps concepts and tools (e.g., MLflow, Docker, Kubernetes, CI/CD pipelines).
- Excellent problem-solving, communication, and collaboration skills.
Key Responsibilities:
- Craft innovative AI solutions to drive business growth.
- Leverage expertise in machine learning to enhance system capabilities.
- Maintain and improve existing ML models to ensure optimal performance.
- Pursue professional development to stay at the forefront of AI advancements.
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