Lead, Machine Learning Engineer

Prudential Financial

Actively hiring
Newark, NJ Posted 68 days ago $125,000–$229,700 / year
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At a glance

AI generated

TL;DR

As a Lead Machine Learning Engineer at Prudential Financial, you will collaborate with Data Scientists and Engineers to develop and deploy machine learning models that address complex business challenges. Your daily responsibilities include operationalizing ML software components, writing application code, developing and validating ML models, and automating tests and deployments using cloud-based architectures like AWS SageMaker. You will also construct optimized data pipelines, apply continuous integration and deployment best practices, and ensure model performance through monitoring and validation techniques. The role requires expertise in Python, R, SQL, Java or Scala, TensorFlow, PyTorch, and MLFlow, along with a deep understanding of machine learning algorithms, distributed computing, and big data ecosystems such as Spark/PySpark.

Skills

Python R SQL Java Scala TensorFlow PyTorch scikit-learn CI/CD Jenkins CloudBees Harness MLflow AWS SageMaker Spark PySpark Docker Kubernetes PostgreSQL NoSQL Git RESTful APIs Distributed computing A/B testing Prometheus Grafana

What you'll do

  • Implement machine learning models to solve real-world business problems.
  • Develop and validate ML models using advanced algorithms and frameworks.
  • Construct optimized data pipelines for efficient model feeding.
  • Apply continuous integration and deployment practices for successful model release.
  • Automate tests and monitor deployments to ensure reliability and scalability.
  • Provide coaching and input on emerging technologies to team members.

What we're looking for

  • Advanced experience in machine learning and deep learning algorithms and frameworks
  • Expertise in model performance management including monitoring and validation
  • Proficiency in software engineering practices such as version control and microservices architecture
  • Strong understanding of data integration, transformation, and processing techniques
  • Knowledge of cloud-based architectures for scalable ML model deployment
  • Experience with continuous integration and deployment pipelines and tools
  • Competence in programming languages like Python, R, SQL, Java, or Scala

Market check

Salary context

Below market

How this pay compares to similar roles

Similar $215k
This role $177k
$109k most similar roles pay here $276k

This role pays less than 77% of similar roles. Most pay $183,287–$246,150 — the shaded band above. At the midpoint, this role pays about $177k versus about $215k for comparable roles.

Based on 240 similar postings.

Employer

About Prudential Financial

Prudential Financial is a global financial services leader and premier active global investment manager.

Prudential Financial currently has 29 open roles on FindRole.

Listed pay typically runs $124,350–$204,100 across 28 roles with salary data.

Most-posted roles

View all roles at Prudential Financial

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