招聘
Required Skills
Python
TensorFlow
PyTorch
Scikit-learn
AWS
Machine Learning
Data Science
MLOps
Statistics
Career Category
Information Systems:
Job Description
About Amgen
Amgen harnesses the best of biology and technology to fight the world’s toughest diseases, and make people’s lives easier, fuller, and longer. We discover, develop, manufacture, and deliver innovative medicines to help millions of patients. Amgen helped establish the biotechnology industry more than 40 years ago and remains on the cutting-edge of innovation, using technology and human genetic data to push beyond what’s known today.
ABOUT THE ROLE
Role Description:
As an AI/ML Engineer within Amgen’s AI/ML Innovation Lab, you will design, build, and operationalize machine learning models that power innovation across Amgen’s scientific and operational domains.
This position has to collaborate closely with internal SMEs, data engineers,and vendor’s technical teams to deliver scalable, compliant AI solutions aligned with Amgen’s R&D, Manufacturing, IT, and Commercial objectives.
Key Responsibilities:
- Develop, train, and validate AI/ML and GenAI models for research, operations, and commercial applications.
- Partner with data engineers to build and optimize data pipelines for model ingestion.
- Work on model explainability, validation, and auditability aligned to Amgen’s governance standards.
- Contribute to PoC design, experimentation, and evaluation phases in the Innovation Lab.
- Collaborate with vendor team to integrate models into apps and dashboards.
- Ensure adherence to data privacy, GxP, and Responsible AI guidelines.
- Document model development, versioning, and performance metrics for governance reviews.
Required Qualifications
- 3–5 years of experience in Data Science / Machine Learning engineering.
- Proficiency in Python, Tensor Flow, Py Torch, Scikit-learn, or similar
- Experience in AWS ML services (Sage Maker, Lambda, S3, Glue, Redshift).
- Solid grasp of MLOps practices — model tracking, CI/CD, deployment automation.
- Strong statistical and analytical background.
- Excellent collaboration and communication skills.
Preferred Skills
- Exposure to GenAI / LLM frameworks (Lang Chain, OpenAI APIs, Hugging Face).
- Experience in regulated data environments (pharma / life sciences).
- Familiarity with MLflow, Databricks, Airflow for experimentation and orchestration.
- Knowledge of data governance and model validation frameworks.
EQUAL OPPORTUNITY STATEMENT
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 with 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.
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About Amgen
Reviews
3.8
2 reviews
Work Life Balance
2.5
Compensation
3.0
Culture
3.0
Career
4.0
Management
3.0
70%
Recommend to a Friend
Pros
Professional development opportunities
Exposure to diverse functions and projects
Large-scale project experience
Cons
Understaffed with high output expectations
Limited permanent job opportunities
Temporary contract limitations
Salary Ranges
1,544 data points
L2
L3
L4
L5
L6
L2 · Financial Analyst L2
0 reports
$94,068
total / year
Base
$37,627
Stock
$47,034
Bonus
$9,407
$65,848
$122,288
Interview Experience
3 interviews
Difficulty
2.7
/ 5
Duration
14-28 weeks
Experience
Positive 0%
Neutral 33%
Negative 67%
Interview Process
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Onsite/Virtual Interviews
5
Final Round Interview
6
Offer
Common Questions
Coding/Algorithm
Technical Knowledge
Behavioral/STAR
System Design
Past Experience
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