Associate Director Data Science
Kenilworth, NJ / Full Time
Our Digital team is innovating how we comprehend our patients and their needs. Working cross functionally we are inventing new ways of communicating, measuring and interacting with our customers and patients through digital channels and technologies.
The role involves working with our partners across the organization to help them create scalable and production-grade AI/ML products. You will be working with a scrum team comprising of data scientists, business analysts, data engineers, and subject matter experts to deliver well-defined projects. You will be tasked with designing and creating machine learning models and retraining systems. Often, you will have to take a model prototype built by a data scientist and work with the team to put that model in production. This will involve making the model scalable and efficient (parallelizing, using appropriate libraries, adding basic efficiencies from the code/data/architecture etc.). This can also entail building or rewriting the model from scratch. Creating a model governance architecture for retraining (upon drift) will also be your responsibility. In addition, creating the architecture/framework for performance evaluation and feedback loop will also be expected, prior to handover to ML Ops team.
Your model deployment will most likely be in the cloud, and we’ll look for the appropriate experience at your end. Some reporting and visualization skills will come in handy too. You don’t have to be an expert in any of these topics but need to be able to demonstrate aptitude and some experience. We will have some resources that you can leverage as needed. This role will require interfacing with executive teams so strong communication skills is a must. Experience with healthcare data is a plus. Healthcare data is sometimes unstructured and mostly in the form of text and images, so NLP and/or computer vision experience is preferred. We will look to your guidance for creating a technical roadmap for the project and exercise your leadership in executing it. Because this is a senior role, we are looking for someone with 5 years of experience in the data science/engineering space and at least an MS degree in a related field.
We are known as Merck & Co., Inc., Kenilworth, New Jersey, USA in the United States and Canada and MSD everywhere else. For more than a century, we have been inventing for life, bringing forward medicines and vaccines for many of the world's most challenging diseases. Today, our company continues to be at the forefront of research to deliver innovative health solutions and advance the prevention and treatment of diseases that threaten people and animals around the world. Our Company's Global Commercial Human Health division partners with colleagues from across all geographies and divisions to help serve our patients and customers around the world. This position is a “hands-on” management role which is global in nature, working closely with strategy and delivery leaders across divisional and enterprise IT teams.