Artificial Intelligence / Machine Learning Engineer with Python

IQVIA RDS Slovakia, s. r. o.

Place of work
Vajnorská, Bratislava
Contract type
full-time
Wage (gross)
2 200 EUR/monthFrom 2,200 EUR - based on experience

Information about the position

Job description, responsibilities and duties

PURPOSE

The AI Software Engineer will help IQVIA building the next generation of smart machine in the healthcare domain. You’ll be part of a team of 30 to 40 team members working exclusively on AI projects within the Global Technology Center of IQVIA.

RESPONSIBILITIES
• Apply advanced machine learning, deep learning and NLP/NLU techniques to build cutting edge AI applications
• Write production-ready code in Python, applying coding and OOP best practices
• Develop and deliver software using Python and various AI related libraries, applying the corporate SDLC and support continuous integration and continuous deployment of the micro-services. Use containerization, orchestration, DevOps for faster delivery and easier maintenance
• Research and develop new techniques, looking at state-of-the-art literature, discover and implement adapted solutions for each particular problem
• Define and implement evaluation strategies for each required functionality, demonstrate applicability and performance of the delivered application, and communicate clearly on its limits
• Work in team. Present your plans, ideas and deliverables.

Information about the selection process

Open to remote work.

Requirements for the employee

Candidates with education suit the position

University education (Bachelor's degree)
University education (Master's degree)
Postgraduate (Doctorate)

Language skills

English - Upper intermediate (B2)

Personality requirements and skills

REQUIRED KNOWLEDGE, SKILLS, AND ABILITIES
• Excellent programming skills in Python
• Experience in at least 2 of the following areas:
o Data wrangling with hands on experience of Pandas, NumPy and SciPy libraries.
o Machine Learning - deep learning, online learning, transfer learning, reinforcement learning, structured/unstructured learning with hands on experience of Tensorflow, PyTorch or SciKit-Learn.
o Natural language processing, understanding and/or generation (topic modelling, word embeddings, Semantic Ontology etc.) Practical experience with NLTK or Gensim or Spacy libraries. Experience with OpenNLP and/or StanfordNLP.
o OCR and document processing, data extraction
o Computer vision and image processing
• Research and innovation skills and ability to solve non trivial problems by applying combinations of AI, algorithmic and programmatic techniques
• Scientific approach, with the ability to propose pragmatical, robust and reliable ways to evaluate deliverables and interpret results
• Prior experience working with micro-services architecture and good command of RabbitMQ or other message brokers is an advantage.
• Prior experience working with Docker and Kubernetes is a plus.
• Excellent communication and teamwork skills.
• Flexibility and adaptability to work in a growing dynamic team in a highly visible role.

MINIMUM REQUIRED EDUCATION AND EXPERIENCE
Master’s degree in Computer Science, Applied Statistics, Engineering, Mathematics, Physics or other qualitative discipline with specialization and experience in Artificial Intelligence, Machine Learning, Natural Language Processing, Cognitive Science, Deep Learning or other related fields.

A minimum of three years of professional post-academic work experience with a Master’s or additional years of experience at BSc level will be considered. Strong mathematical/computing science background with strong knowledge in at least one of the following fields: Cognitive Science, Advanced Semantic Design, Information Extraction, Information retrieval, Probabilistic Decision Marking, or similar.

DESIRED ADDITIONAL SKILLS AND ABILITIES
• Someone who is passionate about AI and can show examples of their skills utilizing open-source capabilities that they can show as part of that passion;
• The freedom to use your talent and background to help us make noise in the industry quickly.

Advertiser

Brief description of the company

IQVIA™ is The Human Data Science Company™, focused on using data and science to help healthcare clients find better solutions for their patients. Formed through the merger of IMS Health and Quintiles, IQVIA offices a broad range of solutions that harness advances in healthcare information, technology, analytics and human ingenuity to drive healthcare forward.

We know that meaningful results require not only the right approach but also the right people. Regardless of your role, we invite you to reimagine healthcare with us. You will have the opportunity to play an important part in helping our clients drive healthcare forward and ultimately improve human health outcomes.

Whatever your career goals, we are here to ensure you get there!
We invite you to join IQVIA™

Number of employees

1000 and more employees
ID: 3992679  Dátum zverejnenia: 31.5.2021  Základná zložka mzdy (brutto): 2 200 EUR/month