DL/NLP Engineer

Build world-class ML applications alongside the top minds in the industry.

What is Smrt? It’s the next generation of enterprise software for businesses. We take the oldest language of business (accounting) and convert it into modern engineering magic. We do this by building a platform that covers next-gen automation, workflows and Machine Learning. We’re a small, fast growing team, with a powerful group of early customers, backed by world-renowned investors & advisors.

Who are you?

We are looking for a Natural Language Processing experienced Engineer to help us improve our NLP products and create new NLP applications. The NLP Engineer responsibilities include building the full pipeline of transforming textual data into powerful features to feed classification algorithms, build and train such state of the art algorithms and create tools to analyze performance. To succeed in this role, you should possess outstanding skills in statistical analysis, machine learning methods and text representation techniques.

What will you do?

  • Design NLP applications from scratch
  • Implement appropriate annotation methods for Supervised Learning
  • Use effective text representations to transform natural language into powerful features
  • Find and implement the right algorithms and tools for NLP tasks
  • Develop state of the art NLP systems according to requirements
  • Train the develop model and run evaluation experiments
  • Perform statistical analysis of results and refine models
  • Remain updated in the rapidly changing field of NLP

 

Job requirements:

  • B.Sc/M.Sc in Computer Science or Mathematics
  • At least 2 years of proven experience as an NLP Engineer
  • At least 2 years experience with machine learning frameworks (like Keras, Pytorch) and NLP libraries (i.e spaCy)
  • Experience with Transformers - Advantage.
  • Deep understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling
  • Ability to effectively design and implement software architecture end-to-end
  • Highly proficient in Python
  • Ability to write robust and testable code
  • Strong communication skills
  • An analytical mind with problem-solving abilities
  • Accounting/Finance/Legal tech background - Advantage

About Smrt

Smrt is a fast-growing startup, backed by the leading investors in US & Israel, along with executives from SAP, AirBnB, WeWork & more. We develop a modern financial Platform that takes CFOs to the next level - combining Machine Learning with financial automation.

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Job Details

Department

Engineering

Location

Israel

Experience

2+ Years