Post Doctoral Fellow - AI / Machine Learning Data Scientist
Amgen
2024-11-18 02:41:12
Cambridge,
Massachusetts,
United States
Job type: fulltime
Job industry: I.T. & Communications
Job description
HOW MIGHT YOU DEFY IMAGINATION?
Youve worked hard to become the professional you are today and are now ready to take the next step in your career. How will you put your skills, experience and passion to work toward your goals? At Amgen, our shared missionto serve patientsdrives all that we do. It is key to our becoming one of the worlds leading biotechnology companies, reaching over 10 million patients worldwide. Come do your best work alongside other innovative, driven professionals in this meaningful role.
Post Doctoral Fellow - AI / Machine Learning Data Scientist
Live
What you will do
Lets do this! Lets change the world!
Amgens Transformative Digital Capabilities (TDC) organization is a global process development function that develops and deploys state of the art advanced computational technologies in: 1) data capture, integration and management, 2) empirical and first principles modeling towards improved process understanding and robustness, and 3) monitoring, prediction and optimization of manufacturing.
As a Post Doctoral Fellow within TDC you will be responsible for developing, maintaining and deploying machine learning models for biopharmaceutical processes, such as upstream biologics, where having a fundamental understanding of process engineering would be preferred. You will be responsible for the selection of the underlying technologies and infrastructure. Finally, you will enable dataflow from our centralized data lake to computational models.
The ideal candidate will have a strong background in engineering as well as expertise in data science to tackle challenging crossfunctional projects including machine learning, machine learning and first principles hybrid model development, data analysis and visualization.
The candidate will be part of cross functional project teams with frequent interactions with Amgens SMEs and stakeholders as well as document and communicate the underlying technical basis of the models for the benefit of and use by engineers and scientists.
Win
What we expect of you
We are all different, yet we all use our unique contributions to serve patients. The dynamic professional we seek is a self-starter with these qualifications.
Basic Qualifications:
PhD at time of appointment
Preferred Qualifications:
PhD in an engineering or science field completed by Dec 2024
Track record of leading data science and machine learning projects
4+ yrs of coding experience in Python
Engineering background with strong ML skills
Experience in AI and ML algorithms
Experience working with experimental data sets, data mining, and machine learning tools such as PyTorch and TensorFlow
Understanding of biopharmaceuticals process and related unit operations.
Experience using Git for version control
Familiarity with DevOps and software best practices (i.e., version control, continuous integration, test driven development)
Experience in Databricks, Spotfire
Experience in cloud computing and storage systems such as AWS.
Independent, selfmotivated, organized, able to multitask in timesensitive environments, and skilled in communication, facilitation, and collaboration
Excellent communication skills (written and verbal)
Strong analytical skills with the ability to collect, organize, analyze, and disseminate significant amounts of information with attention to detail and accuracy
Thrive
What you can expect of us
As we work to develop treatments that take care of others, we also work to care for our teammates professional and personal growth and well-being.
The expected annual salary range for this role in the U.S. (excluding Puerto Rico) is posted. Actual salary will vary based on several factors including but not limited to, relevant skills, experience, and qualifications.
Amgen offers a Total Rewards Plan comprising health and welfare plans for staff and eligible dependents, financial plans with opportunities to save towards retirement or other goals, work/life balance, and career development opportunities including:
Comprehensive employee benefits package, including a Retirement and Savings Plan with generous company contributions, group medical, dental and vision coverage, life and disability insurance, and flexible spending accounts.
A discretionary annual bonus program, or for field sales representatives, a sales-based incentive plan
Stock-based long-term incentives
Award-winning time-off plans and bi-annual company-wide shutdowns
Flexible work models, including remote work arrangements, where possible
Apply now
for a career that defies imagination
Objects in your future are closer than they appear. Join us.
Amgen is an Equal Opportunity employer and will consider you without regard to your race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, or disability status.
We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.