130+ bots live and many in the pipeline! An innovative multidisciplinary IT team in Novartis, you will be part of the integral talent in collaborative innovative and agile teams that experiment, rapidly incubate and establish to scale digital platforms that deliver value to Novartis in areas like Process Automation, Cognitive Computing (AI, ML), Natural Language Processing, etc.
Job purpose :
Design and Build automation solutions leveraging Machine Learning patterns.
Elaborate Machine Learning design patterns which adequately responds to a given business / technical automation problem and continually evolve them for higher efficacy.
Lead the development of identified end to end solutions.
Accountable to define machine learning solution :
Understand technology and infra constraints (eg : models, efficacy, data etc.) to conceptualize solutions within tight constraints of time & technology.
Elaborate and describe the solution design holistically.
Develop, build, configure and unit test solutions
Perform all work to agreed time, cost and quality constraints
Ensure that developed solutions are peer reviewed and formally documented
Validate solution design of the machine learning automation solutions regarding their adequacy and adherence to requirements and standards throughout the solution lifecycle.
Track performance of the model / product once live and iterate the design of the machine learning models to achieve needed efficacy.
Work with Delivery teams / BEF / Business SMEs to give inputs regarding the right end-to-end operating model for ML-solutions.
Own support for product technology related issues to project and operations teams
Define how the different solution components will need to interact and enable their implementation by the delivery teams.
Accountable for design, build and maintenance of reusable assets and components on technology
Masters in Computer Science / Machine Learning / Statistics or equivalent areas
Fluent in English, other languages beneficial
Hands-on, passionate technologist with a maker mindset’.
At least 6-8 years total experience in IT in which at least 3-4 years is with designing and implementing AI / ML / NLP solutions
Experience with using pre-configured ML services out of Azure / AWS to build out solutions.
Experience building and deploying ground up ML models with Linear / Logistic Regression, Decision trees, Naive Bayes, Random Forest etc.
Proficiency with one or more of the leading deep learning software packages : TensorFlow, Keras, PyTorch, or MXNet
Global Mindset and communication skills; stakeholder influencing skills
Experience and capability to work with different internal and external roles in a matrix organizational setup
WHY CONSIDER NOVARTIS?
750 million. That’s how many lives our products touch. And while we’re proud of that fact, in this world of digital and technological transformation, we must also ask ourselves this : how can we continue to improve and extend even more people’s lives?
We believe the answers are found when curious, courageous and collaborative people like you are empowered to ask new questions, make bolder decisions and take smarter risks.
We are Novartis. Join us and help us reimagine medicine.