Data Scientist - Text Analytics and Natural Language Processing

Posted 07 Jun 2022

Schiphol-Rijk, Noord-Holland - Netherlands

Req Id 250229

Details

 

A career at our company is an ongoing journey of discovery: our 60,300 people are shaping how the world lives, works and plays through next generation advancements in Healthcare, Life Science and Electronics. For more than 350 years and across the world we have passionately pursued our curiosity to find novel and vibrant ways of enhancing the lives of others.

 


Who you are:  As the Data Scientist, you will work in our global Reporting and Analytics team of the CFO Digital Strategy & Realization Organization. Our mission is to architect, design and refines analytics solutions supplying substantial and effective answers to business problems. We provide Digital Leadership for Analytics Initiatives across the Group Functions such as Finance, Procurement and HR. With our expertise, we support initiatives to produce practical and impactful analytic solutions for our customers. Operating in an agile environment, we closely work with internal and external partners like our Product Owners, Scrum Masters, Functional Experts, Data Architects, Data Scientists and IT Engineers to deliver sustainable analytical solutions and drive informed business decisions.

Your focus will be on performing analytics in the area of Natural Language Processing (NLP), Machine Learning and Predictive Modelling, from gaining data and business understanding through data preparation and modeling, model evaluation to the result presentation and the solution deployment. In your role, you will apply a variety of models on large-scale datasets to address various business problems using advanced techniques. You will write high-quality production code, build and maintain robust, scalable project pipelines, document and validate the approach, set up processes to monitor, operate and continually improve the efficiency and performance of the implemented solutions.

With your passion for data and analytics, let’s create new business insights from unstructured and structured data!

 

Your Profile

• Graduated with a higher degree in computer science, information technology, information science, or similar fields

• 5+ years of working experience in designing, developing and implementing machine learning/deep learning models (supervised or unsupervised), preferably applied to the text data

• Strong programming skills in Python

• Excellent knowledge of commonly used NLP, machine learning, and deep learning libraries such as PyTorch, Keras, Transformers, SKLearn, Gensim, SpaCy, or NLTK.

• Experience in preprocessing and parsing text data stored in various formats such as PPT, DOC, PDF, and especially scanned documents using OCR technology

• Good understanding of document indexing systems such as Elastic search or Solr

• Expertise in agile software development, version control (git), continuous integration/deployment (CI/CD)

• Experience with distributed computing with Apache Spark (pyspark)

• Knowledge of microservices, RESTful APIs, Dockers and AWS Container Services is a plus

• Experience in services offered by cloud technologies, preferably AWS.

• Proficient in English in written and verbal communication


What we offer: We are curious minds that come from a broad range of backgrounds, perspectives, and life experiences.
We celebrate all dimensions of diversity. Applications from individuals are encouraged regardless of age, disability, sex, gender reassignment, sexual orientation, pregnancy and maternity, race, religion or belief and marriage and civil partnerships. We believe that it drives excellence, innovation, and human progress. We care about our customers, patients, and our rich mix of people. This diversity strengthens our ability to lead in science and technology.
We are committed to creating access and opportunities for all and empower you to fulfil your ambitions. Our diverse businesses offer various career moves to seek new horizons.
Join us in building a culture of inclusion and belonging that impacts millions and empowers everyone to bring their curiosity to life!

 

Curious? Chat with one of our curious minds on our interactive Q&A platform and catch a glimpse of our people, values, and culture. You can also apply and find more information at https://jobs.vibrantm.com

 

If you would like to know more about what diversity, equity, and inclusion means to us, please visit https://www.merckgroup.com/en/company/press-positions.html


Careers during Covid-19

Thank you for visiting our careers website, we are always looking for curious minds to join our teams. We understand how much the world is being impacted by the Covid-19 crisis and we want to assure you that your safety is very important to us. To ensure that everyone’s health is protected, instead of a standard face-to-face interview, it is likely that you will be offered alternative digital interview options. US employees must be fully vaccinated against COVID-19 prior to your start date unless an accommodation is granted by the Company. The Company uses the definition of “fully vaccinated” assigned by the Centers for Disease Control & Prevention for purposes of considering satisfaction of this requirement which is a condition of employment.

North America Disclosure

The Company is committed to accessibility in its workplaces, including during the job application process. Applicants who may require accommodation during the application process should speak with our Candidate Services team at 844-655-6466 from 8:00am to 5:30pm ET Monday through Friday. If you are a resident of a Connecticut or Colorado, you are eligible to receive additional information about the compensation and benefits, which we will provide upon request. You may contact 855 444 5678 from 8:00am to 5:30pm ET Monday through Friday, for assistance.

Notice on Fraudulent Job Offers

Unfortunately, we are aware of third parties that pretend to represent our company offering unauthorized employment opportunities. If you think a fraudulent source is offering you a job, please have a look at the following information: https://www.emdgroup.com/en/careers/faqs.html

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