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Consultant, Machine Learning Engineer

Req #: JR - 113363 Location: Warsaw, Mazovia, Poland Job Category: Information Technology Date posted: 09/26/2023


This is where we value your strategic mindset, technical expertise and passion for innovation. If you are someone who has the ability to transform strategies into actionable plans while also demonstrating empathy and a willingness to assist others, this might be the right opportunity for you. Your contributions will make a significant impact on Baxter's mission to save and sustain lives.

  • Paid Time Off

  • Employee Health &
    Well-Being Benefits

  • Continuing Education/
    Professional Development

  • Support for Parents

  • Employee Assistance Program

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Success Profile

What makes a successful Information Technology team member at Baxter? Take a look at some of the top traits we’re looking for and see if you’re a fit.

  • Strategic Business Partner
  • Communicator
  • Curious
  • Results driven
  • Collaborative
  • Problem Solver

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Consultant, Machine Learning Engineer

This is where you save and sustain lives

At Baxter, we are deeply connected by our mission. No matter your role at Baxter, your work makes a positive impact on people around the world. You'll feel a sense of purpose throughout the organization, as we know our work improves outcomes for millions of patients.

Baxter's products and therapies are found in almost every hospital worldwide, in clinics and in the home. For over 85 years, we have pioneered significant medical innovations that transform healthcare.

Together, we create a place where we are happy, successful and inspire each other. This is where you can do your best work.

Join us at the intersection of saving and sustaining lives—where your purpose accelerates our mission.


We are a leading company in the healthcare sector, seeking an experienced and dedicated Machine Learning Engineer. Our focus is on leveraging state-of-the-art technologies and machine learning models to revolutionize the medical device landscape. The successful candidate will possess expertise in areas such as Generative AI , Time Series Forecasting, Natural Language Processing (NLP), Recommender Systems, Anomaly Detection, Data Mining, SQL, and Cloud Computing.

We are at the forefront of medical technology innovation, deeply committed to enhancing patient care through our devices. We provide a stimulating and supportive work environment that encourages professional growth. We offer competitive compensation, excellent benefits, and opportunities to make significant contributions in a highly regulated and impactful industry.


  • Large Language Models: Develop applications using large language models like GPT3.5/4 and LLAMA2 to extract insights and create multi-step agents to automate processes. 

  • Time Series Forecasting: Utilize machine learning techniques to create models that can predict future trends based on historical healthcare data. 

  • Natural Language Processing (NLP): Implement NLP techniques to analyze and interpret complex medical text data. 

  • Automate Experiments for End2End solutions: Designing Data Pipelines, Modeling Pipelines, Inference pipelines.  Orchestrating the entire lifecycle of machine learning projects.  Knowledge in the management and administration of various MLOPS/DEVOPS tools like Jenkins, pyServer, Kubernetes charts, MLFlow, MetaFlow, Jupyterhub.

  • Publish Inference Endpoints for consumers. Ability to design solutions to deploy ML Solutions in Batch or Interactive ways. 

  • Recommender Systems: Design and develop personalized recommendation algorithms to optimize device usage and enhance patient care. 

  • Anomaly Detection: Create models capable of identifying unusual patterns or outliers in healthcare data to enhance early detection of potential health risks. 

  • Data Mining and SQL: Extract and analyze data from various sources using advanced data mining techniques and SQL. 

  • UI/UX Development: Work in collaboration with the UI/UX team to integrate machine learning models into the user interface of our medical devices, ensuring a seamless user experience. 

  • Cloud Computing: Use cloud platforms such as AWS and Azure for model training, deployment, and scaling. 

  • Regulatory Compliance: Ensure compliance with healthcare sector regulations in all machine learning solutions, maintaining rigorous documentation and validation as required. 


  • Demonstrated experience in the aforementioned areas, particularly in Large Language Models, Time Series Forecasting, NLP, Recommender Systems, Anomaly Detection, Data Mining, SQL, UX prototyping (Streamlit, Gradio) and Cloud Computing. 

  • Good understating of DevOps, cloud computing, bash scripting, Kubernetes and Jenkins is a must. 

  • Proficiency in Python and deep learning frameworks such as TensorFlow, PyTorch, or Keras. 

  • Previous experience in the healthcare sector and a solid understanding of its regulatory landscape is a plus.

  • Strong skills in data analysis and visualization is a must.

  • Excellent communication and teamwork skills. 

  • Knowledge of privacy and security standards in the healthcare sector would be a significant plus. 

  • Fluent English is a must.

Education and Experience

  • Bachelor's or master's degree in computer science, Data Science, Statistics, or a related field. A Ph.D. would be advantageous. 

  • Minimum 5+ years’ experience working with business leadership in creating measured value of IT investment.

  • 3+ years of experience in commercial technologies supporting capabilities such as marketing enablement, sales enablement, contracting, customer experience, etc.

  • 3+ years of experience in life sciences is a plus.

  • 2+ years of experience in building cases (costs, benefits, assumptions).

  • Prior experience working in a highly matrixed, large organization preferred.

We offer

  • Probation period of 3 months and then for an indefinite period.

  • Competitive salary, annual bonuses, recognition award program.

  • Corporate culture based on our values: collaboration, speed, courage and simplicity.

  • Possibilities for development on a personal and professional level in one of the leading global MedTech companies.

  • Package of benefits including Private medical care (Lux Med), Life Insurance, Multisport card.

  • Bax4U - cafeteria/lunch cards (300 PLN).

  • PPE program with very attractive conditions available for each employee after 3 months.

  • Educational support: fully covered language courses (English or other languages according to business needs), financial certifications (ACCA, CIMA).

  • Co-financing of holidays and an additional 2 days off from work annually.

  • Employee Stock Purchase Plan.

  • Great Warsaw office location - Powiśle!

Reasonable Accommodations

Baxter is committed to working with and providing reasonable accommodations to individuals with disabilities. If, because of a medical condition or disability, you need a reasonable accommodation for any part of the application or interview process, please send an e-mail to [email protected] and let us know the nature of your request along with your contact information.

Recruitment Fraud Notice

Baxter has discovered incidents of employment scams, where fraudulent parties pose as Baxter employees, recruiters, or other agents, and engage with online job seekers in an attempt to steal personal and/or financial information. To learn how you can protect yourself, review our Recruitment Fraud Notice.


Hear from Our Employees

Our company is enriched by a diverse population of individuals in more than 100 countries that work to solve, innovate, manufacture and drive better healthcare options for patients around the world.

Meet Anchal Tayal, Principal Software Engineer, India

"I am proud to be associated with a company whose mission is to "Save and Sustain lives." As a Principal Engineer, my key responsibility is to design and implement the new product features in the most efficient, effective, and maintainable way. These products are designed to empower our patients worldwide. It has been an exciting journey so far full of learnings and a sense of satisfaction in what we do and how it impacts lives."

Meet Jorge Ramirez, Senior Specialist - Mexico

"Technical skills are really important, but in my case, Baxter helped me in developing soft skills like leadership, work ethic, problem-solving, adaptability, and communication. I’ve learned this by following the example of my manager and some other valuable people. Baxter was the first company that offered me a career plan since the beginning, that was a game changer for me."

Meet Malgorzata Grzesik, Senior Project Manager, USA

"I feel that everything that I know at work, I learned it from others. We have amazing people from all over the world with different backgrounds, whom I get to work with and learn from every day. I am part of an organization where developing new skills and growing professionally are welcomed and embraced. I have been given many opportunities to grow and take on new challenges. I am also excited and ready for the new ones to come along. With the support of our IT leaders and amazing teammates, we do great things."

Hear from Our Employees

Our company is enriched by a diverse population of individuals in more than 100 countries that work to solve, innovate, manufacture and drive better healthcare options for patients around the world.


Meet Reagan, Senior Research Scientist in the United States

"For me, the best thing about working at Baxter is being able to do work that’s important to people—especially patients—outside of Baxter's walls. Inside our walls, I get to work with a fantastic team, and we know we're making a difference."


Meet Karthik, Director of Renal Care R&D - Digital Health & Co-President of the Asian Leadership Network Business Resource Group, United States

"I’m excited about my role because I believe that digital initiatives can make a tremendous impact on lives by allowing people to access the same therapies and have similar care — whether in a hospital, a healthcare clinic, or the patient’s home — anywhere in the world."


Meet Amitha, Research Associate in India

"Coming from a non-healthcare academic background, my current role has offered ample opportunities to learn a lot of new things. Leaders at Baxter are motivating, help us grow and provide a collaborative environment. The role gives me opportunities to have technical discussions with peers and subject matter experts globally, to learn interacting with customers, and manage project deadlines and deliverables. I am excited about shaping my career here at Baxter."

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