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AI/ML Engineer / Data Scientist (AWS) / New Jersey / W2 Only

  • Source: LinkedIn
  • Ampcus Inc
  • On-site
  • Jersey City
  • Full-Time
  • Mid level

Job Description

Job Position: ML Engineer (AWS) Location: Jersey City, NJ (Onsite) Type: Contract to hire (W2 Only) Required Visa: & GC Responsibilities

  • Lead the end-to-end design, development, and deployment of scalable machine learning models and systems in production.
  • Partner with data scientists to operationalize advanced research into reliable, production-ready services.
  • Define and implement monitoring, observability, and automated retraining strategies to ensure model reliability and detect drift.
  • Collaborate with product, engineering, and business leadership to shape ML roadmaps and translate strategic goals into technical deliverables.
  • Evaluate and introduce emerging ML technologies, frameworks, and methodologies to keep the organization at the forefront of innovation.
  • Own the technical health of ML systems, including performance optimization, cost efficiency, and scalability.

Required Qualifications

  • Bachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related field.
  • **10+ years** of hands-on experience deploying machine learning models in production, with a track record of delivering large-scale systems.
  • Expert-level programming skills in **Python**, with basic understanding in additional languages such as Java, Scala.
  • Advanced understanding of data structures, algorithms, distributed systems, and software engineering principles.
  • Extensive experience with cloud platforms (AWS) and containerization/orchestration (Docker, Kubernetes).
  • Deep experience with MLOps tooling (MLflow, SageMaker, Vertex AI) and CI/CD for ML.
  • Proven experience designing and maintaining large-scale data processing systems.
  • Demonstrated experience leading technical projects and mentoring engineers.

Preferred Qualifications

  • Advanced knowledge of deep learning, NLP, computer vision, or large language models.
  • Experience with distributed training, model optimization, and high-throughput serving infrastructure.
  • Understanding of ML frameworks such as **TensorFlow, PyTorch, or scikit-learn**.

Skills

  • amazon-web-services
  • drift
  • microsoft-forefront
  • Python
  • Java
  • Scala
  • Docker
  • Kubernetes
  • ml-flow
  • mlflow
  • vertex
  • Tensorflow
  • PyTorch
  • Scikit-learn
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