Job Description
Your role:
Experience in developing NLP algorithms, AI based Computer Vision applications
Experience in NLP techniques for text representation (such as n-grams, bag of words, sentiment analysis etc), semantic extraction techniques, data structures and modeling
Experience in using GenAI techniques like Auto encoders, Transformers, LLMs, RAG Architecture
Experience and understanding of MLOps, AI algorithm inferencing and deployments on the Cloud (AWS, Azure or GCP)
Excellent understanding of machine learning techniques and algorithms like k-NN, SVM, Random Forest, privacy models, etc.
Experience in CV based Deep Learning models like Unet, YOLO etc
Understanding exploratory data processing techniques such as cleaning and verifying the integrity of data used for analysis
Understanding of state-of-the-art computer vision, NLP and AI for imaging algorithms
You're the right fit if:
7-10 years experience in AI and Data Science field
Master's in computers, electronics, electrical engineering or PhD in relevant streams
Good applied statistics skills, such as distributions, statistical testing, regression, etc.
Experience in building and optimizing reactive and predictive models with Machine Learning techniques
Experience with one or more analytic software tools or languages like Python, R
Experience with machine learning frameworks, like Keras or PyTorch and Deep Learning based libraries for imaging
Strong analytical, problem solving and communication skills
How we work togetherWe believe that we are better together than apart. For our office-based teams, this means working in-person at least 3 days per week.this role is an office role.About PhilipsWe are a health technology company. We built our entire company around the belief that every human matters, and we won't stop until everybody everywhere has access to the quality healthcare that we all deserve. Do the work of your life to help the lives of others.• Learn more about our business.• Discover our rich and exciting history.• Learn more about our purpose.If you’re interested in this role and have many, but not all, of the experiences needed, we encourage you to apply. You may still be the right candidate for this or other opportunities at Philips. Learn more about our culture of impact with care here.
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Respironics Inc. was acquired by Philips Holding USA Inc. Respironics, Inc. develops, manufactures, and distributes products for sleep and respiratory markets. It offers non-invasive ventilation systems, homecare pulse oximetry systems, oxygen concentrators, portable home ventilators, CPAP and BiPAP therapy devices, masks, diagnostic sleep systems, titration systems, screening devices, oral appliances, peak flow meters, spacer/holding chambers, nebulizers and compressors, and allergy products. The company offers its products through online. Respironics, Inc. was founded in 1976 and is headquartered in Murrysville, Pennsylvania.
