Applied Machine Learning / NLP Engineer IRC271828

職種概要

We are kicking off a set of AI initiatives within our Global Medtech platform and are currently looking to bring on two contract roles to support this effort.

必要条件

We are looking for an experienced Applied Machine Learning / NLP Engineer with a strong background in natural language processing and a passion for healthcare technology. You will lead the development of intelligent features that analyze free-text clinical notes, predict CPT codes, and generate context-aware documentation templates using state-of-the-art models and LLMs.

Qualifications

3+ years of hands-on ML/NLP experience in real-world applications
Strong proficiency in Python and ML/NLP libraries (e.g., scikit-learn, spaCy, HuggingFace Transformers, PyTorch, TensorFlow)
Experience with LLMs (e.g., GPT, T5, PaLM, LLaMA) via APIs or fine-tuning
Solid understanding of text classification, NER, embeddings, and transformers
Experience working with healthcare data (EHR, CPT, SNOMED, ICD, HL7/FHIR) strongly preferred
Familiarity with model deployment frameworks (e.g., MLFlow, FastAPI, Docker)
Bonus: Experience with clinical NLP tools (e.g., cTAKES, MedSpaCy, MetaMap)

 

職務内容

• Design, develop, and deploy NLP models to extract structured data from clinical free-text notes
• Build and fine-tune models to map procedure descriptions to CPT codes using supervised learning and/or LLMs
• Develop AI-powered documentation templates using prompt engineering and text generation techniques
• Evaluate and improve model performance using offline and real-world data
• Collaborate closely with product and engineering to deploy models into production
• Establish scalable pipelines for data preprocessing, labeling, training, and inference
• Monitor model drift, re-training needs, and incorporate human-in-the-loop feedback

私たちが提供するもの

Culture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you’ll experience an inclusive culture of acceptance and belonging, where you’ll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders. 

Learning and development. We are committed to your continuous learning and development. You’ll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.

Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you’ll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what’s possible and bring new solutions to market. In the process, you’ll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.

Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!

High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you’re placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.

GlobalLogicについて

GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.