Generative AI Engineer

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.

Generative AI Engineer

Live

What you will do

Lets do this. Lets change the world. In this vital role you will work with our Research and Development (R&D) Digital Technology and Innovation (DTI) group supporting R&Ds Global Regulatory Affairs & Strategy (GRAAS) function in alignment with our business and DTI strategy. You will be an integral member of a newly formed Agile Product Team that will own Amgen's Structured Content Authoring solution, enabling R&D to redefine common technical document (CTD) authoring and the overall submission processes. You will be collaborating closely with a multi-functional group of stakeholders, data scientists, data engineers, GenAI, and ML engineers to revolutionize the common technical document and overall submission processes. You will deliver AI/ML solutions through collaboration with data scientists on feature extraction, collaboration with data engineers who build reliable data pipelines that support the machine learning lifecycle from model development to consumption, and implementation of MLOps to provide consistent input and output patterns to integrate/consume/reuse models.

• Work with Data Scientists to facilitate their statistical analysis and model fine-tuning using test results; train and retrain systems when necessary

• Work with Data Scientists to analyze, extract, and engineer common features across use cases; define reusable features in feature tables

• Ensure consistent feature engineering between training and model serving

• Automate model monitoring, model retrain, model deployment process based on business requirement

• Adhere to best practices for coding, testing and designing reusable code/components

• Explore new tools and technologies that will help to improve ELT platform performance and machine learning operations

• Participate in sprint planning meetings and provide estimations on technical implementation; Collaborate and communicate effectively with the product team

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 will have these qualifications.

Basic Qualifications:

Masters degree

Or

Bachelors degree and 2 years of software engineering experience

OR

Associates degree and 6 years of software engineering experience

Or

High school diploma / GED and 8 years of software engineering experience

Preferred Qualifications:

• Ability to write robust code in Python, Java or R

• Outstanding analytical and problem-solving skills; Ability to learn quickly and be detail-oriented

• Familiar with PySpark and data processing libraries, machine learning frameworks (like Tensorflow, Keras or PyTorch), and other machine learning libraries

• Familiar with Machine Learning life cycle, with knowledge of feature stores, MLflow, model registries, model deployment, model serving, and model monitoring

• Experience with machine learning operations

• Experience with data modeling for both OLAP and OLTP databases, hands-on experience with SQL, especially SparkSQL performance tuning

• Experience with software DevOps CI/CD tools, such GitLab

• Experience with container orchestration

• Experience with Apache Airflow and Apache Spark

• Familiarity with Veeva or other Regulatory platforms in BioPharma

• Experience with Pharmaceutical industry, commercial operations

• Excellent communication skills and ability to work in a team environmen

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.

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.

careers.amgen.com

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.

About the Company:
Amgen

At Amgen, we believe in a “biology first” approach. We use cutting-edge science and technology to study the subtlest biological mechanisms in search of therapies that will improve the lives of those who suffer from serious diseases. Amgen believes the cure for disease can be found inside each and every one of us.

Company Size:
10,000 employees or more

Industry:
Biotechnology/Pharmaceuticals

Founded:
0

Website:
http://www.amgen.com