Principal Algorithms Engineer

Becton Dickinson NA; Irvine (CA); On-site; USD 125,000 - 206,000; Full time

Benefits offered by this job

Total Rewards program

Job summary

BD in Irvine, California is seeking a Principal Algorithms Engineer to join our R&D team. You will lead development of advanced algorithms for patient monitoring using machine learning and signal processing, and collaborate with clinicians on clinical trials and regulatory submissions.

Candidates should have a PhD in a relevant field, strong programming in Python or MATLAB, and extensive experience with deep reinforcement learning, CNNs/LSTMs/Transformers, plus digital signal processing and

Qualifications

• PhD required in a relevant field.
• Strong programming skills in Python or MATLAB.
• Strong experience with deep reinforcement learning.
• Strong experience with general ML/DL techniques (CNN, LSTM, Transformer).
• Strong experience in digital signal processing, mathematical modeling and algorithm development.

Responsibilities

• Lead the development of advanced algorithms for patient monitoring using machine learning and signal processing techniques.
• Perform statistical data analyses to characterize performance of algorithms.
• Collaborate with clinicians to conduct clinical trials and publish scientific articles.
• Collaborate with cross functional team on regulatory submissions and launching products.

Skills

Deep reinforcement learning

Deep learning (CNN/LSTM/Transformer)

Digital signal processing

Mathematical modeling

Algorithm development

Education

PhD in electrical engineering, computer science, biomedical engineering, statistics, or relevant field

Tools

Python

MATLAB

Job description

Job Description Summary

We are seeking an exceptional and self-motivated Principal Algorithms Engineer to join our growing R&D team at Becton, Dickinson and Company located in Irvine, California. The ideal candidate will have strong statistical data analysis skills and be able to achieve results with minimal direction.

Responsibilities

• Lead the development of advanced algorithms for patient monitoring using machine learning and signal processing techniques
• Perform statistical data analyses to characterize performance of algorithms
• Collaborate with clinicians to conduct clinical trials and publish scientific articles
• Collaborate with cross functional team on regulatory submissions and launching products

Minimum Qualifications Required

• PhD degree in electrical engineering, computer science, biomedical engineering, statistics, or relevant field is required.
• Strong programming skills in Python or MATLAB
• Strong experience with deep reinforcement learning
• Strong experience with general machine learning and deep learning techniques (CNN, LSTM, Transformer, etc.)
• Strong experience in digital signal processing, mathematical modeling and algorithm development

Preferred Skills

• Experience working with biomedical time series data (arterial blood pressure, ECG, EEG, etc).
• Experience with control theory.
• Knowledge of patient monitoring and human physiology Depending on background and experience, candidate may be considered at lower or higher levels

Why Join Us?

To find purpose in the possibilities, we need people who can see the bigger picture, who understand the human story that underpins everything we do. We welcome people with the imagination and drive to help us reinvent the future of healthcare. At BD, you'll discover a culture in which you can learn, grow and thrive. We believe that when people connect in person, we learn faster, collaborate more deeply, and build a stronger culture. Join us and enjoy a culture where face-to-face collaboration supports your learning, your progress, and your success. To learn more about BD visit https://bd.com/careers.

Becton, Dickinson, and Company is an Equal Opportunity Employer. We evaluate applicants without regard to race, color, religion, age, sex, creed, national origin, ancestry, citizenship status, marital or domestic or civil union status, familial status, affectional or sexual orientation, gender identity or expression, genetics, disability, military eligibility or veteran status, and other legally protected characteristics.

Required SkillsOptional Skills.Primary Work LocationUSA CA - Irvine Laguna CanyonAdditional LocationsWork Shift At BD, we reward, support and develop our associates through our comprehensive Total Rewards program. We are committed to attracting and retaining high quality talent by providing reward and recognition opportunities that promote a performance-based culture, as well as a competitive package of compensation and benefits programs. You can learn more on our career site under \" Our Commitment to You .\". Our salary or hourly rate ranges reward associates fairly and competitively. We regularly review these ranges and factors, such as location, contribute to the range displayed. Our pay is based on the role and the necessary skills and education to perform it successfully. The salary or hourly rate offered is determined by the role's specific requirements, including any applicable step rate pay system at the work location. Salary or hourly pay ranges are influenced by labor laws and Collective Bargaining Agreement (CBA) requirements applicable to the work location which may also affect the workplace arrangement of the role. Salary Range Information $124,700.00 - $205,800.00 USD Annual