Python/ NLP Internship
About
the Role
As
an intern at Elloe you’ll be handed responsibility, freedom, and the
opportunity to influence processes and strategy from Day 1.
As
an NLP/Python Intern, you will participate in the development of natural
language understanding (NLU) and natural language generation (NLG) models to
productize use-cases and features. You will build custom NLP models end-to-end
and consume/develop APIs to integrate with custom models. You will train the
developed models and run evaluation experiments.
Additionally,
you will build an intelligent dialogue system, including mining questions and
answers, intention recognition, emotion recognition, FAQ, etc.
Responsibilities
- Develop text generation such as
dialogue summary, email reply, etc.
- Build knowledge graph
construction, including feature/content/feedback understanding.
- Collaborate with product
managers, developers, and the design team to define product strategies and
features.
- Create a solid production
pipeline that can serve requests and handle the adaptability, scalability,
maintainability, and reliability of the application.
Qualifications
- Bachelor’s degree in computer
science or related technical field.
- Experience in one of the
following fields: machine learning, NLP.
- Great teamwork and communication
skills, practical experience in relevant business scenarios is preferred.
- Experience with software
development in at least one of the following programming languages:
Python, Go, Java, C++
- Familiar with commonly used
machine learning and deep learning algorithms, understand basic network
model structure (DNN/LSTM/CNN, etc.) and text representation methods.
- Proficient in navigating at least
one mainstream deep learning frameworks such as TensorFlow/PyTorch, ,
distillation acceleration, understanding distributed training and other
implementation methods will be a plus.
Why
Apply
- Plenty of room for growth and
initiative.
- A fast-paced, collaborative
start-up environment.
- Become part of a company that is
working towards solving important global challenges through technology.
SDG # 11 is our focus.
- When you intern at Elloe, you’re
not just an intern, you’re an important part of our team. You’ll be handed
responsibility and freedom for your tasks, but your work mates will always
be here to support your development when you need a helping hand.
Benefits
- Continuous learning &
development opportunities.
- You will get positive,
collaborative, and supportive colleagues.
- Be part of an organization with
great opportunities for professional growth!
- Great autonomy, strong
responsibilities, and a career boost for any entrepreneur.
- Highly motivated, growing,
diverse team made up of many different nationalities.
- Lots of challenges and
opportunities in combination with respect and flexibility for your
educational purpose.
