Senior Data Scientist

Aquí es donde salvas y sostienes vidas

En Baxter, estamos profundamente conectados por nuestra misión. No importa tu rol en Baxter, tu trabajo tiene un impacto positivo en la gente alrededor del mundo. Sentirá un propósito en toda la organización, ya que sabemos que nuestro trabajo mejora los resultados para millones de pacientes.

Los productos y terapias de Baxter se encuentran en casi cada hospital del mundo, el clínicas y en los hogares. Por más de 85 años hemos sido pioneros en innovaciones médicas significativas que transforman el cuidado en salud.

Juntos creamos un lugar donde somos felices, exitosos y nos inspiramos mutuamente. Aquí es donde puedes hacer tu mejor trabajo.

Únete a nosotros en la intersección de salvar y sostener vidas-donde tu propósito acelera nuestra misión.

Your Role at Baxter:

We are looking for a Data Scientist that can grow, tackle, drive, and build data products to support the Connected solutions portfolio within Baxter.

Your Team:

This role is a part of the Innovation, Strategy and Data science team within the Digital Platform and Innovation group responsible for bringing data science and machine learning ideas to life at Baxter

What You'll Be Doing:

• Responsible for the development and implementation of predictive modeling algorithms and techniques to address unmet needs, customer/business problems and optimize user experiences

• Conduct in-depth research to stay at the forefront of AI advancements, exploring opportunities to integrate predictive and generative AI models into our products and services.

• Predictive AI Modeling:

• Formulate problem statements and hypotheses for diverse business challenges (clinical, operational and business process optimization problems).

• Create Spark & Python code in Databricks to retrieve data from across disparate data sources and create new innovative actionable insights.

• Prepare data for effective model training.

• Develop, train, and evaluate predictive AI models using various tailored to specific problems.

• Continuously refine and optimize models for performance, scalability, and efficiency.

• Deploy models into production environments and supervise their performance.

• Generative AI Modeling:

• Identify opportunities where generative AI models can add value

• Explore and experiment with generative models (e.g., GPT) suitable for the chosen application.

• Train and evaluate generative models, fine-tuning parameters for desired outputs.

• Integrate generative models into production workflows or applications.

• Work with data-sets of varying degrees of size and complexity including both structured and unstructured data

• Implements batch and real-time model scoring to drive actions

• Develop sophisticated visualization of analysis output for various users

• Determines the continuous improvement opportunities of current predictive modeling algorithms

• Innovate and engage with key technology stakeholders to create a compelling vision of a data-driven enterprise environment and the impact it will have on their teams, their projects and their outcomes.

What You'll Bring:

• Bachelor’s Degree in STEM (science, technology, engineering, math) related field or a similar quantitative analytics field.

• 4+ years of professional experience with a variety of data products / data science model / algorithm development and implementing in production.

• Full stack developer experience C# or .NET.

• Experience with healthcare data and working in a HIPAA regulated environment preferred.

• Experience with varying database structures and large datasets preferred

• Experience with modern data science tools; their primary stack is Spark, Scala, Python, Databricks, and more. Experience in Microsoft Azure cloud environment is preferred

• Proficiency with developing data visualization technology and capabilities (i.e., Power BI, Tableau)

• Brings a drive for creatively applying pragmatic and scalable approaches to Machine Learning to tackle difficult problems affecting patients and providers.

• Passionate about working on a high-performance team toward a multi-year vision with incremental deliverables.

• Entrepreneurial self-starter, curious about both technology and business, and driven by delivering end-user value and impact.

Baxter is committed to supporting the needs for flexibility in the workplace. We do so through our flexible workplace policy which includes a required m