Job Location: Bangalore
RESPONSIBILITIES
- Participate in cutting edge research using tools such as Artificial Intelligence, Machine Learning and Natural Language Processing amongst other capabilities.
- Drive the analytical scope for projects, including formulating the capabilities through a software development life cycle.
- Be a subject matter expert in NLP, developing internal and external eminence and intellectual property as well as supporting senior executives to successfully define, develop and launch new cognitive systems.
- Research on and develop transparent machine learning & deep learning architectures.
- Work on operationalizing and scaling AI initiatives across the enterprise.
- Work on world-class cutting-edge technologies in related fields including but not limited to the following: deep learning, large-scale machine learning and machine learning platforms, Natural Language processing, Knowledge Graphs and Semantic Ontology.
REQUIRED KNOWLEDGE, SKILLS, AND ABILITIES
- Subject Matter Expertise in the below areas, Experience in some of the following areas:
o Natural language processing – NLTK/OpenNLP, StanfordNLP, Translation, Semantic Ontology, Natural Language understanding/generation;
o Optical Character Recognition – utilizing character recognition tools to convert images, PDFs and other document types into digitally recognized structure with meta-tagging;
o Machine Learning – deep learning, online learning, transfer learning, reinforcement learning, structured/unstructured learning;
- Strong research and innovation skills in a specific specialist area and ability to solve difficult machine vision and learning problems and transferring business problems into AI use cases and requirements.
- Experience working in projects that involved software development, some analytical / AI capability and some software development lifecycle work such as utilizing Agile.
- Preferred several years of working in the pharmaceutical industry with working knowledge of clinical trials and experience in clinical research projects and teams.
- Strong prototyping skills in open-source with examples of practical application.
- Excellent programming skills in languages such as Tensorflow and Python.
- Hands-on experience with real-time machine learning/AI and with full software development life cycle including use of APIs.
- Excellent communication and teamwork skills.
- Flexibility and adaptability to work in a growing dynamic team.
- Preferred pharmaceutical experience in research projects and teams.
MINIMUM REQUIRED EDUCATION AND EXPERIENCE
Preferred 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 eight years of professional post-academic work experience with a Master’s will be considered.
Strong mathematical/computing science background with strong subject matter expertise 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.
At IQVIA, we believe in pushing the boundaries of human science and data science to make the biggest impact possible – to help our customers create a healthier world. The advanced analytics, technology solutions and contract research services we provide to the life sciences industry are made possible by our 70,000+ employees around the world who apply their insight, curiosity and intellectual courage every step of the way. Learn more at jobs.iqvia.com.
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