Staff Scientist, Advanced Technologies

Job Description Summary

Job Description

We are the makers of possible 

 

BD is one of the largest global medical technology companies in the world. Advancing the world of health™ is our Purpose, and it’s no small feat. It takes the imagination and passion of all of us—from design and engineering to the manufacturing and marketing of our billions of MedTech products per year—to look at the impossible and find transformative solutions that turn dreams into possibilities. 

 

We believe that the human element, across our global teams, is what allows us to continually evolve. Join us and discover an environment in which you’ll be supported to learn, grow and become your best self. Become a maker of possible with us!

BD Life Sciences is currently seeking a Staff AI/ML Algorithm Scientist to join our exciting and growing Advanced Technologies Group. At BD Life Sciences you will have the opportunity to create next-generation machine learning models to advance the state-of-the-art in cell analysis.

The Staff AI/ML Algorithm Scientist, Advanced Technologies is responsible for the design, development and documentation of machine learning models for high-dimensional data analysis, image processing and classification, and characterization of high performance scientific instruments The successful candidate will be responsible for researching, recommending, estimating, prototyping, and/or initiating the development of products, methodologies, and technologies that will help maintain BD Biosciences as the worldwide leader in the field of  flow cytometry and single cell analysis. Additional responsibilities will include working with multi-functional teams to use new computational abilities across multiple stages of the flow cytometry workflow, ranging from reagent development and panel design to informatics. The candidate must have demonstrated experience in the design and implementation of machine learning models, including both deep learning and classical techniques. The ideal candidate will also have a significant track record of innovation in these areas.

The Staff AI/ML Algorithm Scientist, Advanced Technologies is responsible for defining, determining, and implementing technical architectures for software tools and complex systems. The successful candidate will be regularly involved in key technical decisions alongside the most senior members of BD Biosciences’ R&D team as a member of the Advanced Technology Group, which helps define and implement the next generation of cytometry products. They expect to receive limited direction and are expected to help set their own goals through knowledge of the Segment and Business Unit strategy, plans, and goals.

Job Responsibilities:

• Invent, design, prototype, and implement machine learning models for high-throughput image classification and processing
• Combine first-principles modeling, simulation techniques, and data-driven inference to build useful predictive models spanning the hardware, software, reagent, and biology domains
• Research, evaluate, and recommend new technologies and methodologies
• Recommend development of AI/ML infrastructure
• Collaborate with software and firmware developers and engineers to ensure that algorithm designs are feasible and deployable
• Work with bench scientists to design, execute, and analyze training and validation single-cell datasets
• Collaborate in requirements definition and establishing software specifications.
• Present results, findings, and outcomes of work to Director-, VP-, and higher-level executives on a regular basis.
• Present novel results at relevant scientific meetings and industry tradeshows.
• Work closely and comfortably within a small team of highly experienced technical leaders as part of the Advanced Technology Group.

Minimum Qualifications:

• Advanced degree (PhD or Masters) in Bioinformatics, Computational Biology, Computer Science, Bioengineering, Mathematics, Physics, or related subject area
• Minimum 5 years of relevant academic and/or industry experience in algorithm development.
• Experience in Machine Learning/Deep Learning for computer vision tasks such as classification, denoising, and segmentation.
• Demonstrated proficiency in using deep learning frameworks such as PyTorch or TensorFlow to manage machine learning pipelines.
• Proven experience in optimizing model performance for deployment on edge devices. Familiarity with hardware-accelerated computational techniques.
• Strong background in linear algebra, signal processing, and statistical analysis. Experience in using mathematical modeling and physical reasoning to analyze noise behavior in complex systems.
• Experience with software development for data science or AI/ML in a team environment. Strong understanding of standard processes in writing efficient and maintainable Python code.
• Extensive experience and proven track record of innovation in optimization algorithm design or high-dimensional data analysis
• Experience with software development for data science or AI/ML in a team environment using Python, Java, R, and/or C/C++
• Experience in multi-functional collaboration.
• Strong communication and interpersonal skills.

Assets:

• Experience working with single-cell data, including flow cytometry data, single-cell multiomics data
• Experience with nonlinear, nonconvex, and/or combinatorial multi-objective optimization problems
• Experience with data engineering practices and utilizing cloud computing platforms for data management and machine learning solutions.
• Experience in design considerations for hardware-accelerated computational techniques
• Familiarity with model-driven and data-driven algorithm design principles
• Experience with systems modeling

At BD, we prioritize on-site collaboration because we believe it fosters creativity, innovation, and effective problem-solving, which are essential in the fast-paced healthcare industry. For most roles, we require a minimum of 4 days of in-office presence per week to maintain our culture of excellence and ensure smooth operations, while also recognizing the importance of flexibility and work-life balance. Remote or field-based positions will have different workplace arrangements which will be indicated in the job posting.

For certain roles at BD, employment is contingent upon the Company’s receipt of sufficient proof that you are fully vaccinated against COVID-19. In some locations, testing for COVID-19 may be available and/or required. Consistent with BD’s Workplace Accommodations Policy, requests for accommodation will be considered pursuant to applicable law.

Why Join Us?

A career at BD means being part of a team that values your opinions and contributions and that encourages you to bring your authentic self to work. It’s also a place where we help each other be great, we do what’s right, we hold each other accountable, and learn and improve every day.  

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 health. At BD, you’ll discover a culture in which you can learn, grow, and thrive. And find satisfaction in doing your part to make the world a better place.  

To learn more about BD visit https://bd.com/careers 

Becton, Dickinson and Company is an Equal Opportunity/Affirmative Action Employer. We do not unlawfully discriminate on the basis of 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, or any other protected status. 

Required Skills

Optional Skills

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Primary Work LocationUSA CA - Milpitas 155

Additional Locations

Work Shift

At BD, we are strongly committed to investing in our associates—their well-being and development, and in providing rewards and recognition opportunities that promote a performance-based culture. We demonstrate this commitment by offering a valuable, competitive package of compensation and benefits programs which you can learn more about on our Careers Site under Our Commitment to You.

Salary or hourly rate ranges have been implemented to reward associates fairly and competitively, as well as to support recognition of associates’ progress, ranging from entry level to experts in their field, and talent mobility. There are many factors, such as location, that contribute to the range displayed. The salary or hourly rate offered to a successful candidate is based on experience, education, skills, and any step rate pay system of the actual work location, as applicable to the role or position. Salary or hourly pay ranges may vary for Field-based and Remote roles.

Salary Range Information

$126,600.00 - $208,900.00 USD Annual