PyTorch (advanced)
TensorFlow (advanced)
Description
edrone is an Autonomous eCommerce Cloud and the first eCRM designed for eCommerce. edrone provides advanced Marketing Automation solutions, the goal is to help to understand customers behavior and engage them with an all-in-one e-commerce marketing solution.
In the AVA project we are a team of engineers and data scientists working to employ state-of-the-art AI technologies and provide revolutionary voice search experience for e-commerce.
We regularly collaborate with top e-commerce businesses.
More information about AVA :
https : / / blog.edrone.me / en / edrone-ava-12-5-mln-of-investments-in-voice-commerce
RESPONSIBILITIES
As a NLP Developer in AVA (Autonomous Voice Assistant) you will :
Research, design, prototype and implement ML components of AVA (in Python) NLP components in areas of Natural Language Understanding, Named Entity Recognition, Knowledge Bases, Questions Answering, Dialog Management
Contribute to software engineering culture by doing code reviews and knowledge sharing sessions
Closely collaborate with other team members
You will work directly with our AI Leader and Senior Software Engineer, who will provide mentorship and direction of work.
SKILLS REQUIRED
At least 2 years of professional experience in areas of ML, AI, Data Science, NLP
Experience with modern deep learning architectures for NLP, nice to have : NLU, NLP in e-commerce. We also respect and value expertise in classic NLP methods (rules-based systems, ontologies, inference engines, parsers, statistical taggers etc.).
Python programming skills especially in areas of NLP, practical knowledge of libraries : TensorFlow or PyTorch, NumPy
Even minimal linguistic background would be an advantage
Git, AWS, Linux
English & Polish C1
Higher education (IT / engineering or related)
WE OFFER
Employment contract (increased tax deductible costs)
Fully remote work (with an option of working in our well-equipped office in Kraków)
Trainings opportunities, including our AVA Seminars
Benefits for employees MultiSport Plus and Private Medical Care, English & Polish course, Yoga, Volleyball, Webinars, Trainings, Team building event
WE VALUE
Being product-oriented we want to deliver value for our customers by solving important challenges of the e-commerce industry.
We consider technology as one of multiple ways to achieve this goal.
Seeking mastery. We read books, attend conferences and meetups. We study alone and in groups. Company has a budget to support us.
We do this because learning is our passion.
Curiosity. If we use something we want to know how it works exactly. What are the constraints, when does it fail, what are the first principals?
Direct, honest and timely feedback + regular retrospections. This is how we improve.
Autonomy. We support each other and we actively avoid micromanagement.
Being a decent human. We don’t tolerate jerks, no matter how brilliant they are.
Other tech we use :
AWS (25+ services), git, JIRA, Confluence, PyCharm, Flask, pytest, Ansible, TensorFlow, MlFlow, sci-kit learn, Pandas 
