Инженер-программист (Software Engineer, Goal-Oriented Skills Framework)

Join our Conversational AI platform team, and contribute to DeepPavlov Dream & Deepy, to help developers build next-gen AI assistants with the tech originally built and battle-tested in Amazon Alexa Prize Challenge 3. DeepPavlov Dream is a kernel for Conversational AI, including AI Orchestrator called DeepPavlov Agent, a large number of SOTA NLP components inside DeepPavlov Library, and more than 20 goal-oriented and retrieval skills designed to support open-domain conversation. We're an agile, cross-discipline team with experience in building complex cognitive computing systems, and our goal is to enable our customers to create natural conversational systems used in the real world.

• Be knowledgeable about current SOTA in NLP and goal-oriented skills/bots frameworks
• 2+ years of software and/or services development and product delivery experience
• 2+ years in working with modern production DS stack: Python 3, pandas, numpy, PyTorch, Keras/TF, Docker, Git, CI/CD
• 1+ years in working with modern transformer-based networks like GPT-2, BERT, and others
• 2+ years in working with relational databases (e.g., PostgreSQL) and object databases (e.g., Mongo)
• Solid understanding of computer science, theory of statistics & probability, ML & DL
• 2+ years in writing production-quality, supportable code

• Understanding of how goal-oriented and open domain dialog systems work
• Experience with heavy DL models optimization
• Experience with technology transfer from research to production
• Publications in ML/NLP fields
• Demonstrated enthusiasm for conversational AI, goal-oriented frameworks, bots and bot development tools
• Proven ability to quickly learn new technologies and efficiently collaborate with partners to deliver outstanding results
• Solid object-oriented design, critical thinking, software debugging, and problem-solving skills
• Attention to details and passion for high quality software
• An ability to work through ambiguity and multiple priorities
• Have a passion for quality, innovation, and world-class design
• Experience with working with independent software developers and building developer ecosystems
• Experience with IVR systems or natural language systems is a plus
• Passion for hard science fiction is a plus

• develop goal-oriented framework as part of DeepPavlov Library
• implement and support SOTA for Go-Bot framework
• Propose and experiment with hypotheses to increase quality of models for Go-Bot Framework
• Read and report on the latest articles in the ML/DL/NLP/Conversational AI fields

• Remote work or work in office at MIPT
• Servers with 100+ GPUs
• part-time (20hrs a week) / full time
• Official employment at DeepPavlov.ai (at MIPT)
• Opportunity to work at the frontier of the Conversational AI