Senior Machine Learning/Data Science Engineer

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Требуемый опыт работы: 3–6 лет

Полная занятость, полный день

Are you passionate for the latest advances in Data Science, Deep Learning and Natural Language Processing? Come and be part of the IHS Markit’s Artificial Intelligence (AI) team! We are building natural language processing, information retrieval, document understanding, data mining and knowledge engineering solutions into IHS Markit intelligent products that serve all major industries and markets.

Minsk engineering division of IHS Markit is looking for a Senior Machine Learning/Data Science Engineer to join our AI Research & Development group. In this role, you will be responsible for translating business and functional requirements into concrete deliverables with consistent project structure and design, dataset and ML/NN architecture, testing, and deployment of high quality state-of-art AI solutions into diversity of IHS Markit products, with respect to innovations, scientific research and experimentation.

The kinds of problems you’ll work on include:

  • Building state of art neural architectures
  • Training high quality domain-specific models on latest GPU hardware
  • Productionizing neural AI/ML projects
  • Hunting for quality datasets, including development from scratch (setting up the right process), for-fee acquisition of existing data, and bootstrapping corpora from messy and/or limited data sources
  • Learning and sharing new things around AI, ML, NN, NLP to keep the AI team on the cutting edge

Qualifications

  • Degree in Computer Science or related field
  • Solid understanding of Machine Learning/Deep Learning methodologies, math and tricks
  • Strong practical experience of creating NN/ML solutions using Python with TensorFlow framework
  • Strong object-oriented programming skills
  • English language (B1+)

Preferences for candidates

  • PhD Degree
  • Experience in building NLP applications
  • Experience in Data Science for NLP/Language Modelling
  • Production programming in C++
  • Experience with Linux-based OS

Our projects

We are building next generation knowledge discovery platform empowered with high quality intelligent functions built on top of world class natural language processing engine for 6 languages.

  • Enterprise and industry-wide knowledge management,
  • Semantic search,
  • Natural language query understanding,
  • Question answering and semantic facets,
  • Cross-lingual information retrieval,
  • Automatic summarization,
  • Machine translation,
  • Document logical layout understanding,
  • Metadata synthesis,
  • Subject domain categorization,
  • Named entity recognition,
  • Key phrase extraction,
  • Similarity detection,
  • Dynamic data linking,
  • Data capturing,
  • and much more.

Methods we are using

  • development of own AI/ML architectures,
  • training on powerful private GPU cloud,
  • application of state-of-art models,
  • domain-specific language representation,
  • word-, sentence- and document embedding,
  • feature engineering,
  • learning to rank,
  • dataset development from any sources: raw data bootstrapping, click-data analysis, controlled expert annotations.

Our values and motivations:

  • Own unique AI-driven products that work out-of-the-box and loved by world top companies,
  • Great colleagues and open atmosphere at workplace,
  • Knowledge and discoveries sharing inside and outside the team,
  • Participation in international workshops and conferences,
  • ‘Science Friday’ program for self-development,
  • Continuous education with invited tutors and paid online programs
14 000 people
30 countries
About Company

IHS Markit (NASDAQ: INFO) is a global information company. We bring together the deepest intelligence across the widest set of capital-intensive industries and markets. By connecting data across variables, our analysts and industry specialists present our customers with a richer, highly integrated view of their world. Our customers are 85% of Fortune Global 500 and 94 of the 100 largest U.S. corporations. Headquarters is in London, UK. We employ more than 14,000 people in more than 30 countries around the world.

IHS Markit МІNSK has been developing for 15 years its own products such as Goldfire, IHS Connect, and Engineering Workbench. IHS Markit МІNSK is a resident of High Tech Park.

Benefits

Competitive salary

Salary protection from exchange fluctuation

Annual salary indexation according to region inflation

Medical insurance for employees and their families

Employee Assistance Program

Bonus awards with IHS Markit stocks

Training, Coaching and Participation in International

Conferences paid by IHS Markit

Patent generation by IHS Markit

Compensation of expenses for professional literature

Sport support (swimming pool, gym)

English classes

Office

Ergonomic and functional Health&Wellness office Modern business center Riviera Plaza in the fast developing Minsk district

Air conditioning upon EU standards, highgrade elevation and ventilation equipment

Various recreation systems

Park zone with bike lanes

IHS Markit
Corporate Sustainability

Sustainability is a core element of our business model and key to our future performance. Our goal is to care about the environment, our heritage, education and people around us.

We contribute to the development of local NGO organizations and associations.

Corporate Sustainability is not a project it is the foundation of our work and corporate culture.

Take up the great challenge and join our talent team!

Адрес

Немига, Минск, проспект Победителей, 106
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Вакансия опубликована 22 июля 2019 в Минске

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