Lead, Machine Learning Engineer

Responsibilities

• Operationalize ML software models and components to solve real-world business problems in collaboration with Product and Data Science teams.
• Develop, test, and validate ML models while automating deployment and testing processes.
• Leverage cloud-based architectures and technologies to deliver optimized ML models at scale.
• Construct optimized data pipelines to feed machine learning models.
• Implement CI/CD best practices, including test automation and monitoring, to ensure successful deployment.
• Provide technical coaching to team members and drive innovation within the day-to-day workflow.

Requirements

• Bachelor's degree in Computer Science, Engineering, or a related field.
• Proficiency in programming languages including Python, R, SQL, Java, or Scala.
• Strong understanding of Machine Learning algorithms (supervised, unsupervised, and reinforcement learning).
• Experience with CI/CD pipelines and automated deployment tools.
• Practical knowledge of Agile development methodologies and Test-Driven Development (TDD).
• Experience with microservices architecture and distributed computing.

Preferred Qualifications

• Expertise in AI frameworks such as TensorFlow, PyTorch, or scikit-learn.
• Experience with model performance management, including monitoring, bias detection, and drift analysis.
• Familiarity with ML deployment tools like MLFlow or AWS SageMaker.
• Proficiency in big data ecosystems and processing with Spark/PySpark.
• Strong mathematical foundation in linear algebra, probability, and statistics.

Benefits

• Market competitive base salaries with yearly bonus potential.
• Comprehensive medical, dental, vision, and life insurance.
• 401(k) plan with company match (up to 4%) and a company-funded pension plan.
• Wellness programs with annual reimbursement for personal wellbeing needs.
• Education benefits to support degree attainment and certificate programs.
• Employee Stock Purchase Plan.

About the Company

Prudential is a global financial services leader and premier active global investment manager. With a history spanning 150 years, Prudential focuses on helping people make lives better by expanding access to investing, insurance, and retirement security.