Israel

Data Engineer

Tel Aviv, TLV Office

About The Position

Deep Instinct is looking for a Data Engineer to join our Research Platforms team. As a Data Engineer, you will be part of a cross-functional team and responsible for building and designing ML ecosystem using cutting-edge technologies.

As part of our team, your core responsibilities will be: 

  • Building ML platform for efficiently running data preparation, feature extraction, training and analysis.
  • Creating CD4ML and model monitoring tools.
  • Building infrastructure for efficiently running Machine Learning algorithms.
  • Designing and Developing ML pipelines from scratch and supporting existing pipelines. 

Requirements

    Baseline skills:

  • BSc in Computer Science, Mathematics, or any related degree
  • Good understanding of machine learning tools and frameworks (e.g., scikit-learn, NLTK, NumPy, Pandas, TensorFlow, Keras)
  • 1-2 years track record using machine learning techniques in significant research or industrial applications (i.e., classification, regression, and clustering)
  • Strong programming skills in Python
  • Knowledgeable of machine learning principles (training, validation, etc.)

 Ideally, you also have these skills (but it's ok if you don't!):

  •  Knowledge and experience with AWS services, Databricks, and Kubernetes
  • ·Experience working in a collaborative CI/CD software development environment, including git, peer code review, easily maintained, scalable, and documented code.

PREFERRED ADDITIONAL SKILLS, PERSONAL TRAITS, AND EXPERIENCE

  • Team player
  • Proactiveness in collaboration and execution
  • Flexibility to switch technical context
  • Willingness to learn new methods / tools / processes
  • Strong passion for creativity and solving cutting edge industry problems