Machine Learning Engineer / Social Media Creator

Company:
Location: Warszawa, mazowieckie

*** Mention DataYoshi when applying ***

Partner with data intelligence, product management, and technical leads to build a truly intelligent business platform!

Warsaw-based opportunity with a possibility to work remotely

As a Machine Learning Engineer you will work for our Client – one of the most prestigious Investment Banks in the world. The successful Candidate will be a part of an initiative born out of recognition that the firm can improve its Client experience by enabling employees to find and connect with the right institutional expertise on-demand. Partnering with colleagues from various areas within the firm, the platform aims to help the firm serve Clients more holistically. We are looking for a Data Intelligence, Machine learning, Knowledge Graph Engineers who are passionate about building high-quality user experiences.

Your main responsibilities:

  • Working on a strategic platform used by all divisions across the firm
  • Understanding the user’s questions and providing tools that support various NLP techniques such as Named Entity Recognition, Language Modeling, and Query Parsing
  • Leveraging the data generated from user actions on the platform to build user representation models that drive content targeting and topic suggestion
  • Using techniques in network analysis such as community detection to identify how users engage with each other and suggest colleagues to engage with and identify user groups to understand how the developed features are being used
  • Participating in the creation of modern chatbots and other software applications used to chat on-line via text or text-to-speech
  • Interacting directly with the business and other engineering teams to build innovative solutions to support our business
  • Playing a big part in design and implementation in a team-oriented environment
  • Appling an entrepreneurial approach to problem solving and product development
  • Developing your technical skills

As an ideal Candidate you have:

  • +4 years of software engineering experience or relevant industry experience
  • Bachelor’s degree in Computer Science or related technical disciplines
  • Proficiency in Python, R or equivalent machine learning/statistics tools
  • Ability to deliver end-to-end ML based solutions at enterprise scale
  • Ability to deploy end-to-end workflows/pipelines in production
  • Full-stack knowledge of computer science fundamentals, operating system concepts, object oriented programming, data structures etc.
  • Data Experience with knowledge graph design and development with user deliverables

Preferred skills:

  • Experience of working with cloud based machine learning platforms (AWS preferred)
  • Experience with AWS Sagemaker
  • Experience with knowledge graphs, building ontologies and graph databases
  • Experience with NLP technologies, including text processing and NER
  • Experience working with cloud services, and databases (SQL & NoSQL)
  • Sound understanding of SDLC processes
  • Ability to solve problems and apply analysis to make data driven decisions
  • Comfortable multi-tasking, and working as part of a global team
  • Vocal on ideas on how the team can do better as we move from employees to co-owners of this business

We offer you:

ITDS Business Consultants is involved in many various, innovative and professional IT projects for international companies in the financial industry in Europe. We offer an environment for professional, ambitious and driven people. The offering includes:

  • Stable and long-term cooperation with very good conditions ;
  • Enhance your skills and develop your expertise in the financial industry
  • Work on the most strategic projects available in the market
  • Define your career roadmap and develop yourself in the best and fastest possible way by delivering strategic projects for different clients of ITDS over several years
  • Participation in Social Events, training and work in an international environment
  • Access to attractive Medical Package
  • Access to Multisport Program
  • Access to Pluralsight
  • Remote work & Flexible hours

*** Mention DataYoshi when applying ***

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