Job Information
Pacific Biosciences of California Inc. Senior Engineer, Software, Machine Learning in Helena, Montana
Job Title: Senior Engineer, Software, Machine Learning Location: Remote, US or Europe Description: PacBio is dedicated to revolutionizing genomics with high-quality and long-read DNA sequencing. We are looking for a skilled Machine Learning Engineer to join our Platform Bioinformatics team and help us productize and improve cutting-edge deep-learning solutions. The ideal candidate will have a strong background in modern C++ programming, as well as experience with machine learning algorithms and tools. Responsibilities: - Build, improve, and deploy machine learning models using TensorFlow and ONNXRuntime- Port existing models from Python to C++ for deployment on our sequencing instruments- Conduct data analysis and feature engineering to improve model performance- Collaborate with cross-functional teams to identify new use cases and implement ML solutions- Stay up-to-date with the latest advancements in machine learning and AI technology- Debug and troubleshoot issues with existing models- Write efficient and scalable code to support large-scale data processing on bare metal servers- Produce high quality documentation Requirements: - Typically requires a minimum of 4-8 years of related experience with a Bachelor's degree; or 2-6 years experience with Masters degree; or 0-5 years experience with a PhD- Degree in Computer Science, Mathematics, Statistics, or related field- Strong programming skills in Python and C++ and familiarity with TensorFlow and ONNXRuntime- Experience with deploying machine learning models on bare-metal linux servers- Daily experience with version control, git- Recognize the value of various testing approaches and how to apply them- Excellent verbal, written, and interpersonal communication skills- Able to motivate yourself and finish projects Nice to have: - Experience in developing machine learning models- Knowledge of statistics, linear algebra, and calculus If you have a passion for ML and a desire to make a real impact on human health through genomics, we encourage you to apply. You may be required from time to time to visit and work at PacBio locations and for such times as the Company considers necessary for the proper performance of your duties. All listed tasks and responsibilities are deemed as essential functions to this position; however, business conditions may require reasonable accommodations for additional tasks and responsibilities. All qualified applicants will receive consideration for employment without regard to race, sex, color, religion, national origin, protected veteran status, or on the basis of disability, gender identity, and sexual orientation. #LI-Remote #LI-LV Salary Range: $128,800.00 - $193,200.00 Please be aware that, as a condition of employment, proof of COVID vaccination is required for all U.S.-based employees (subject to limited exceptions). To ensure the health and safety of all PacBio employees and our prospective candidates, we have instituted a virtual interview experience. To all Staffing and Recruiting Agencies: Our Careers Site is only for individuals seeking a job at PacBio. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. PacBio does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, PacBio employees or any other company location. PacBio is not responsible for any fees related to unsolicited resumes/applications. All qualified applicants will receive consideration for employment without regard to race, sex, color, religion, national origin, protected veteran status, or on the basis of disability, gender identity, and sexual orientation. If you are an individual with a disability and require a reasonable accommodation to complete any part of the application process, or are limited in the ability or unable to access or use this online application process and need an alternative method for applying, you may contact us at 650-521-8000, or http://careers@pacificbiosciences.com for assistance. Visit our following pages for more information on: - FAQs - Benefits - Culture - Equal Opportunity Employment