3M HIS Computational Linguist / Machine Learning Scientist
September 1, 2021
3M HIS Computational Linguist / Machine Learning Scientist
Collaborate with Innovative 3Mers Around the World
3M is seeking a Computational Linguist with strong Machine Learning knowledge for M*Modal in the Health Information Systems Division.
Are you a creative and thoughtful researcher? Do you want to apply your skills in a way that has a meaningful impact on the world? You might just be the person we are looking for! Join our team of international researchers and engineers in Pittsburgh PA (or virtual) to help improve patient care and clinical workflows by advancing our conversational assistant technology.
We are looking for someone who is familiar with research methodologies -- devising, implementing and evaluating algorithms -- who shows passion for learning new technologies and improving the state of healthcare IT. We are actively recruiting candidates who will work with our team developing cutting edge technology to solve problems in the fields of Natural Language Processing, Machine Learning, and Artificial Intelligence.
Together we can change the way how physicians document patient encounters, allowing them to focus on what matters most -- caring for the patient.
"3M's culture is driven by curious, spirited and collaborative people who are constantly asking 'What if?' And the many talents of 3Mers around the globe have me incredibly excited about what's to come next." - Kristen Ludgate, senior vice president of Human Resources at 3M
This position provides an opportunity to transition from other private, public, government or military environments to a 3M career.
The Impact You'll Make in this Role
As a Computational Linguist /Machine Learning Scientist , you will have the opportunity to tap into your curiosity and collaborate with some of the most innovative and diverse people around the world. Here, you will make an impact by:
Critical thinking and development of solutions for machine learning (ML) and/or natural language (NL) applications.
Developing and/or applying statistical modeling techniques; in particular, deep learning, optimization, and other ML techniques to different applications in business and engineering.
Researching and implementing novel ML and statistical approaches to add value to the business.
Identifying problems in healthcare that can benefit from the latest advancements in ML.
Breaking down complex problems into approachable stages and bringing concepts to production.
Your Skills and Expertise
To set you up for success in this role from day one, 3M requires (at a minimum) the following qualifications:
Master's degree or higher from an accredited institution
Three (3) years of experience programming in languages such as Python or Java.
Three (3) years of experience with Machine Learning in academia or industry.
One (1) year of experience with Unix/Linux environments?
Must have at least one NLP/ML paper published (e.g. ACL, EMNLP, InterSpeech, ICASSP, ICML, NeurIPS, or arXiv)
Additional qualifications that could help you succeed even further in this role include:
PhD in Machine Learning, Computer Science, Computational Linguistics, or related field.
Five (5) combined years of academic and industrial research experience.
Solid software development experience and problem-solving skills.
Ability to design and execute on research agenda.
Publications at top-tier peer-reviewed conferences or journals.
Relocation Assistance: May beauthorized
Must be legally authorized to work in country of employment without sponsorship for employment visa status (e.g., H1B status).
Supporting Your Well-being
3M offers many programs to help you live your best life - both physically and financially. To ensure competitive pay and benefits, 3M regularly benchmarks with other companies that are comparable in size and scope.
Resources for You
For more details on what happens before, during and after the interview process, check out the Insights for Candidates page at 3M.com/careers.
Learn more about 3M's creative solutions to the world's problems at www.3M.com or on Twitter @3M. Responsibilities of this position include that corporate policies, procedures and security standards are complied with while performing assigned duties. Pay & Benefits Overview: https://www.3m.com/3M/en_US/careers-us/working-at-3m/benefits/ 3M is an equal opportunity employer. 3M will not discriminate against any applicant for employment on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, or veteran status.
Please note: your application may not be considered if you do not provide your education and work history, either by: 1) uploading a resume, or 2) entering the information into the application fields directly.
Please access the linked document by clicking here, select the country where you are applying for employment, and review. Before submitting your application you will be asked to confirm your agreement with the terms.
Internal Number: R01051237
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