Senior Machine Learning Engineer
Senior Machine Learning Engineer
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Job Description
Help us change lives
At Exact Sciences were helpingchange how the world prevents detects and guides treatment for cancer. We give patients and clinicians the clarity needed to make confident decisions when they matter most. Join our team to find a purposedriven career an inclusive culture and robust benefits to support your life while youre working to help others.
Position Overview
The Sr. Machine Learning Engineer with minimal guidance from more experienced engineers works independently and in collaboration with others on multiple projects which are complex in scope. This role applies deep knowledge of advanced artificial intelligence and machine learning algorithms and models to solve problems involving biological genomic clinical and healthcare data within a setting of advanced cancer screening and precision oncology. This role is involved at every step of the solution development process from ideation design implementation and deployment. This role strongly contributes to the strategic vision for the application of cuttingedge AI methodologies at Exact Sciences and work as a partner with biostatisticians bioinformatics scientists and data scientists to further our goal of helping eradicate cancer by preventing it detecting it earlier and guiding personalized treatment.
Essential Duties
Include but are not limited to the following:
- Maintain deep expertise in one or more AI technology areas. Clearly present and communicate relevance of technological advances as relevant to our work in biostatistics bioinformatics and data science at Exact Sciences.
- Develop perspectives on AI technology affordance: what do these advances in AI technology allow us to do (more efficiently and / or more effectively) that we couldnt do before.
- Work with stakeholders to discover and refine requirements for ML and AIbased solutions to business problems with a focus on bioinformatics biostatistics and data engineering applications.
- Collaborate with other ML/AI engineers and relevant partners to design software solutions that utilize stateofthe art artificial intelligence and machine learning techniques.
- Work with other AI and ML engineers and software engineers to implement and deploy ML and AI solutions.
- Work in an Agile framework focused on iterative rapid delivery of proofofconcept solutions.
- Contribute to the development of an AI strategy at Exact Sciences that empowers the team to leverage both existing AI and ML tools and those developed inhouse to accelerate and enhance bioinformatics biostatistics and data science processes and outcomes.
- Contribute to internal initiatives to build training resources develop knowledge bases and educate on advanced AI and ML technologies and best practices for leveraging them.
- Provide mentorship and coaching to more junior level team members.
- Act as resource and subject matter expert in core team and/or crossfunctional meetings.
- Exercise discretion and judgment within broadly defined practices and policies in selecting methods and techniques and evaluation criteria for obtaining and interpreting results.
- Ability to apply strong communication skills and to explain difficult sensitive and/or complex information to audiences of peers.
- Uphold company mission and values through accountability innovation integrity quality and teamwork.
- Support and comply with the companys Quality Management System policies and procedures.
- Maintain regular and reliable attendance.
- Ability to act with an inclusion mindset and model these behaviors for the organization.
- Ability to work designated schedule.
- Ability to work on a mobile device tablet or in front of a computer screen and/or perform typing for approximately 85 of a typical working day.
- Ability to travel 5 of working time away from work location may include overnight/weekend travel.
Minimum Qualifications
- Ph.D. in Statistics Computational Biology Computer Science or related quantitative field as outlined in the essential duties or masters degree in Statistics Computational Biology Computer Science or related quantitative field as outlined in the essential duties plus 4 years of experience in lieu of a Ph.D.
- 3 years of experience in statistics computational biology applied mathematics or related quantitative field as outlined in the essential duties.
- 3 years of experience with artificial intelligence and machine learning algorithms.
- Demonstrated knowledge and experience with advanced AI concepts such as artificial neural networks deep learning and reinforcement learning.
- Demonstrated knowledge and experience using artificial intelligence and machine learning techniques within one or more of the following fields: natural language processing image processing and computer vision image and pattern recognition.
- Demonstrated knowledge and experience with large language models for generative AI and associated concepts such as transformer architecture and retrieval augmented generation.
- Strong programming ability with demonstrated experience in Python and one or more associated machine learning frameworks such as TensorFlow PyTorch or SKLearn.
- Knowledge of and experience working with opensource AI models.
- Demonstrated ability to perform the essential duties of the position with or without accommodation.
- Authorization to work in the United States without sponsorship.
Preferred Qualifications
- 2 years of life sciences industry experience working with biological data.
- 2 years of industry experience in molecular diagnostics preferably cancer diagnostics.
- Expertise in data mining approaches within healthcare settings generating insight from routinely collected healthcare data.
- Basic knowledge of MLOps and processes for managing the versioning and deployment of machine learning models.
- Scientific understanding of cancer biology
Salary Range:
$109000.00 $174000.00The annual base salary shown is for this position located in US WI Madison on a fulltime basis and may differ by hiring location. In addition this position is bonus eligible and is eligible to be considered for company stock at hire and on an annual basis.
Exact Sciences is proud to offer an employee experience that includes paid time off (including days for vacation holidays volunteering and personal time) paid leave for parents and caregivers a retirement savings plan wellness support and health benefits including medical prescription drug dental and vision coverage. Learn more about our benefits.
Our success relies on the experiences and perspectives of a diverse team and Exact Sciences fosters a culture where all employees can develop personally and professionally with a sense of respect and belonging. If you require an accommodation please contact us here.
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We are an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to age color creed disability gender identity national origin protected veteran status race religion sex sexual orientation and any other status protected by applicable local state or federal law. Any applicant or employee may request to view applicable portions of the companys affirmative action program.
To view the Right to Work EVerify Employer and Pay Transparency notices and Federal Federal Contractor and State employment law posters visit our compliance hub. The documents summarize important details of the law and provide key points that you have a right to know.
Required Experience:
Senior IC
Employment Type
Full-Time
