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Lead Software Engineer NLP

NLP, NLU, Python, Julia, CoE, Remotely

Your new company
Brand new digital hub of global enterprise from consumer health, agriculture and pharmaceutical industry. Its products and services are designed to benefit people and improve their quality of life.

Your new role
  • Responsible for creating effective smart interaction solutions that solve challenges end-to-end by utilising NLP (Natural Language Processing) & NLU (Natural Language Understanding), e.g., for
    • virtual assistants in complex environments
    • making knowledge bases for conversational solutions re-usable
    • enabling multi-domain / multi-turn conversations
    • language management incl. automatic translations
    • voice management
  • Translates business requirements into experimental design and data acquisition requirements to gather the right (variety, volume, quality) data both internally and through third parties.
  • Keeps up to date on research and technology to discover insights and identify opportunities in this fields, e.g., conversational AI.
  • Works globally, cross domain & cross technologies to support fast, small-scale prototypes as well as driving the scaling and industrialisation of respective products.
  • Creates opportunities for smart interaction product development by identifying pain points in the business to improve efficiency and decision making and new data-driven business models.
  • Ensures a holistic approach and strategic fit of the solutions into the company's architecture by deciding on strategic decisions, e.g build vs. buy.
  • Delivers analytical reports and presents results to stakeholder and users.
  • Continuously learns and challenges the results through new techniques and experimental approaches.

What you'll need to succeed

  • Bachelors, Master’s or Ph.D. degree in statistics, applied mathematics, computer science/machine learning, physics, bioinformatics or a related field.
  • Deep and broad understanding of NLP & NLU techniques (e.g. NER, Sentiment Analysis, Text Summarisation, Topic Modeling, Semantic Parsing) and classical / modern deep learning-based NLP models like Word Embeddings (e.g. Word2Vec, GLoVe), Conditional Random Fields, Transformers-based (e.g. BERT or GPT families) or LSTM-based approaches (e.g. ELMo, ULMFiT).
  • Deep expertise in conversational AI, incl. disambiguation of intends, multi-turn / multi-domain conversations, knowledge graph application, knowledge base creation and re-usability, etc.
  • Expert programming skills in either Python or Julia. Advanced know-how in terms of major DL frameworks (TensorFlow, PyTorch, or Flux), JavaScript / Typescript / Fluent / React is a plus. ;
  • Hands-on expertise in intelligent automation use cases, e.g. automating interactions with users on various channels
  • Advanced knowledge in terms of relational (SQL-type) databases.
    • a;) Experience with NoSQL databases (e.g. MongoDB) or big data infrastructure (hadoop, spark) beneficial.
  • Good knowledge of conversational AI products, e.g., cognigy, avaamo, Kore.AI, IPsoft
  • Knowledge of cloud infrastructure (AWS, Azure)
  • Understanding of IT architectures, especially inbuilding cohesive platforms for automation – senior development
  • Good communication and presentation skills – to convince the team on how to do the solution
  • Fluent in English, both written and spoken.
  • Strong conceptual, quantitative, problem solving and decision-making skills


What you'll get in return

  • Career development, 360° Feedback & Mentoring programme
  • Wide access to professional development tools, trainings, & conferences
  • Competitive salary, annual bonus & top performers awards
  • VIP Medical Care Package (including Dental & Mental health)
  • Pension plan
  • Holiday allowance (“Wczasy pod gruszą”)
  • Life & Travel Insurance
  • Co-financed sport card with unlimited usage
  • Meals Subsidy in Office
  • Home Office Setup & Maintenance allowance


What you need to do now
If you're interested in this role, click 'apply now' to forward an up-to-date copy of your CV, or call us now. #1167290
Kliknij tutaj aby uzyskać dostęp do Polityki prywatności HAYS, która zawiera szczegółowe informacje na temat tego, w jaki sposób wykorzystujemy i chronimy twoje dane osobowe oraz Twoje prawa z tym związane.

podsumowanie

Rodzaj pracy
Stała
Branża/Sektor
Badania i Rozwój & Nauka
Lokalizacja
Warszawa
Obszar specjalizacji
Software Development
Nr ref.:
1167290

Skontaktuj się z konsultantem

Skontaktuj się Natalia Kaminska, Konsultant odpowiedzialny za tę rekrutację, znajduje się Warszawa
Hays, ul. Marszałkowska 126/134

Telefon: +48 722 227 199

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