Senior Machine Learning Engineer
Avery Healthcare Group Ltd.
Senior Machine Learning Engineer
Join Amgen's Mission of Serving Patients
At Amgen, if you feel like you're part of something bigger, it's because you are. Our shared mission—to serve patients living with serious illnesses—drives all that we do.
Since 1980, we've helped pioneer the world of biotech in our fight against the world's toughest diseases. With our focus on four therapeutic areas –Oncology, Inflammation, General Medicine, and Rare Disease– we reach millions of patients each year. Amgen is advancing a broad and deep pipeline of medicines to treat cancer, heart disease, inflammatory conditions, rare diseases, and obesity and obesity-related conditions. As a member of the Amgen team, you'll help make a lasting impact on the lives of patients as we research, manufacture, and deliver innovative medicines to help people live longer, fuller happier lives.
Our award-winning culture is collaborative, innovative, and science based. If you have a passion for challenges and the opportunities that lay within them, you'll thrive as part of the Amgen team. Join us and transform the lives of patients while transforming your career.
Roles & Responsibilities:
- Deliver AI and ML-enabled applications and platforms, with deployed models ranging from classical ML models to natural language processing, protein language models, and large language models.
- Contribute to the development and maintenance of ML platform capabilities, including:
- Data pipelines and feature engineering workflows
- Model training, evaluation, and deployment pipelines
- Experiment tracking and model registry systems
- Model performance evaluations and monitoring
- Partner in implementation of AI and ML Ops best practices, including CI/CD, cloud infra as code, monitoring, traceability and reproducibility.
- Collaborate with cross-functional teams to transition standards and outcomes from experimentation to production-grade enterprise solutions.
- Build and maintain scalable and efficient, productionized MLOps solutions on cloud platforms.
- Develop and deliver training content and knowledge articles to educate resident scientists on model lifecycle management best practices.
What we expect of you
We are all different, yet we all use our unique contributions to serve patients. The professional we seek is an individual with these qualifications.
Basic Qualifications:
Doctorate degree
OR
Master's degree and 2 years of relevant experience in Computer Science, IT, or related field
OR
Bachelor's degree and 4 years of relevant experience in Computer Science, IT, or related field
OR
Associate's degree and 8 years of relevant experience in Computer Science, IT, or related field
OR
High school diploma / GED and 10 years of relevant experience in Computer Science, IT, or related field
Required Skills:
- Software programming (Python, version control, test driven development).
- Experience with cloud technologies (AWS preferred, Databricks).
- Hands-on experience with AI/ML model training and serving.
Preferred Qualifications:
- Experience with deployment and maintenance of AI/ML models in production.
- Substantial experience with cloud technologies and platforms, such as Databricks, AWS (preferred), or Azure.
- Experience with AI and MLOps frameworks and tools (MLflow, Kubeflow, Weights & Biases, Terraform, etc.).
- Experience with containerization (Docker, Kubernetes).
- Familiarity with distributed data processing (e.g., Spark).
- Familiarity with data science libraries (scikit-learn, TensorFlow, PyTorch, LangChain).
- Experience with graph databases.
Soft Skills:
- Excellent critical-thinking and problem-solving skills.
- Strong communication and collaboration skills.
- Demonstrated presentation skills.
- Self-motivated, independent ownership and leadership skills.
What you can expect from us
As we work to develop treatments that take care of others, we also work to care for your professional and personal growth and well-being. From our competitive benefits to our collaborative culture, we'll support your journey every step of the way.
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.
In addition to the base salary, Amgen offers a Total Rewards Plan, based on eligibility, comprising of 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 that may include:
- A 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
- Flexible work models where possible. Refer to the Work Location Type in the job posting to see if this applies
Apply now and make a lasting impact with the Amgen team.
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