IHS Markit is a global market leader in providing information, analytics and solutions for industries and markets that drive economies worldwide.
The candidate will be a senior member of the Advanced Analytics team at IHS Markit and, working alongside SMEs across the industry verticals, will develop NLP products and solutions. Additionally the candidate will will responsible for determining and implementing tools to support development and deployment of Data Science projects.
The candidate will be responsible for research, modelling, optimization, architecture, implementation, deployment and maintenance of innovative projects in the field of Deep Learning and Natural Language Processing:
Develop training datasets and frameworks supporting training dataset creation and validation process
Research and develop and optimize Deep Learning models, algorithms and data pipelines
Design architecture, build and maintain data science projects in the cloud environment
Lead NLP product development end to end: from POC to productization
Actively research, explore and identify the latest relevant methods and technologies. Identity, implement and maintain tools supporting development and deployment of the team’s Data Science projects.
7+ years of professional experience in Advanced Analytics / Data Science / Machine Learning and Computer Engineering
Hands on project lifecycle experience, from business analysis to productization
Strong critical thinking and problem-solving skills
Experience with cloud platforms such as AWS, GCP and / or Azure
Mastery of Python and ability to write robust and high standard, testable code
Good understanding of machine learning and deep learning methods and their mathematical foundations
MLOps experience with automation pipelines, Continuous Integration, Continuous Delivery, and Continuous Deployment
Experience with NLP projects
Publications related to Machine Learning or Deep Learning
Experience in Data Science competitions
Contributions to open source projects related to Machine Learning or Deep Learning
Able to translate business problems into problems that can be solved with Data Science
Ability to work in a team
Able to report progress and summarize issues to a less technical audience
Curious and open-minded attitude to new approaches
What we offer
Access to the most interesting information technologies
The ability to implement your own ideas and solutions
Participation in conferences and training
Three days for charity/volunteering
Chillout & fun room (table tennis, table football, Xbox, billiards)
Attractive benefits package (private health care, life insurance, MultiSport card)
Fruit days, Coffee, tea, chocolate
Inclusion and diversity are critical to the success of IHS Markit, and we actively encourage applications from people of all backgrounds. We are committed to providing equal employment opportunity without regard to race, color, religion, sex, sexual orientation, gender identity, age, national origin, disability, status as a protected veteran, or any other protected category.
We are proud to provide reasonable accommodations to applicants with disabilities. If you are interested in applying for employment with IHS Markit and need special assistance or an accommodation to use our website or to apply for a position, please contact or call +1 212 849 0399. Determination on requests for reasonable accommodation are considered on a case-by-case basis. This contact information (email and phone) is intended for application assistance and accommodation requests only. We are unable to accept resumes or provide information about application status through the phone number or email address above. Resumes are only accepted through the online application process, and only qualified candidates will receive consideration and follow-up.
IHS Markit maintains a substance-free workplace; employees may be asked to submit to a drug test (where permitted by law). In addition, as a federal contractor in the United States, the company participates in the E-Verify Program to confirm eligibility to work.