Machine Learning Engineer

Key Skills

Aartificial intelligence, AWS, Azure, Data Mining, Keras software library, Large Language Models - LLMs, Machine learning techniques, Natural Language Processing (NLP), Python Programming, PyTorch, SQL, TensorFlow, UI design, UX design

Job Description

Your role at Baxter

The Sr Consultant, BRM AI provides the AI-enabled technology strategy and leadership for the business and ensure alignment with Baxter strategy. This role works with various levels of business leadership to shape the digital strategy and value proposition of the company, while engaging in major initiatives that drives business growth and advocating how new technologies can improve the company´s speed, agility, productivity, and innovation advantage.

To be successful, this role must engage with the leaders to build digital and technology understanding in the leadership team while collaborating on business strategies and outcomes to ensure the technology suite and roadmap within their respective product portfolios will deliver the required business value. This role will act as the single point of contact for multiple leaders and be accountable for IT partners’ relationship to ensure alignment across IT functions and process fluency. The scope of a BRM is typically at a division level within our multiple business functions and segments.

What you'll be doing

• Is accountable for all aspects of IT services either provided and led within the IT segment team or provided from any other group within the entire IT organization.
• Develop and drive IT strategies to align with a high impact business agenda supporting the business segment, including the integration points between this function and other functional IT partners.
• Accountable for relationships with business segment partners.
• Serve as Product Owner across multiple Product Portfolios and establishes a vision and product roadmaps across multiple portfolios and provide insight to business and technical team members.
• Collaborate with vendors, industry consultants and senior company management to define information needs, develop cases and priorities, sustain service levels, and proactively leading business demands.
• Be a trusted advisor on helping the business to construct significant arguments for vital investments and the required organizational change activities that the business will be required to perform for success.
• Understand and anticipate the direction of the business segment, find opportunities based on the capability needs and make recommendations to support the desired future state outcome.
• Initiate and maintain a Function/Business Area capabilities roadmap by keeping current with technology advancements and digital innovations within the subject matter area
• Become an inspiring leader by introducing different ways that technology can improve value in our pursuit operational improvements and revenue growth.
• Handle critical issue process accordingly when delivery of services falls outside of the SLA.
• Maintain a deep knowledge of the latest market and technology trends related to our industry and particularly to the business segment supported

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 Large Language Models, Time Series Forecasting, Natural Language Processing (NLP), Recommender Systems, Anomaly Detection, Data Mining, SQL, UI/UX Development, and Cloud Computing.

Key Responsibilities:

• Large Language Models: Develop applications using large language models like GPT3.5/4 and LLAMA2 to extract insights and 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.
• 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.

Qualifications:

• Bachelor’s or master’s degree in computer science, Data Science, Statistics, or a related field. A Ph.D. would be advantageous.
• Demonstrated experience in the aforementioned areas, particularly in Large Language Models, Time Series Forecasting, NLP, Recommender Systems, Anomaly Detection, Data Mining, SQL, UI/UX Development, and Cloud Computing.
• Proficiency in Python and machine learning libraries such as TensorFlow, Pytorch, or Keras.
• Previous experience in the healthcare sector and a solid understanding of its regulatory landscape.
• Strong skills in data analysis and visualization.
• Excellent communication and teamwork skills.
• Knowledge of privacy and security standards in the healthcare sector would be a significant plus.

Working at Baxter:

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.

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 Americas_TTA@baxter.com 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.

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