Sr Machine Learning Engineer

<h2><b>Career Category</b></h2>Engineering<h2></h2><h2><b>Job Description</b></h2><div><div><p></p></div><div><p><u><span>ABOUT AMGEN</span></u><span> </span></p></div><div><p><span><span>Amgen harnesses the best of biology and technology to fight the world’s toughest diseases, and make people’s lives easier, </span><span>fuller</span><span> and longer. We discover, develop, </span><span>manufacture</span><span> and deliver innovative medicines to help millions of patients. Amgen helped </span><span>establish</span><span> the biotechnology industry more than 40 years ago and </span><span>remains</span><span> on the </span><span>cutting-edge</span><span> of innovation, using technology and human genetic data to push beyond what’s known today.</span></span><span> </span></p></div><div><p><span><span> </span></span><span> </span></p></div><div><p><u><span>ABOUT THE ROLE</span></u><span> </span></p></div><div><p><u><span>Role Description:</span></u><span> </span></p></div><div><p><span><span>We are </span><span>seeking</span><span> a </span><span>highly skilled Machine Learning Engineer with a strong </span><span>MLOps</span><span> background to join our team. You will play a pivotal role in building and scaling our machine learning models from development to production. Your </span><span>expertise</span><span> in both machine learning and operations will be essential in creating efficient and reliable ML pipelines.</span></span><span> </span></p></div><div><p><u><span>Roles &amp; Responsibilities:</span></u><span><span> </span></span><span> </span></p></div><div><ul><li><p><span><span>Collaborate with data scientists to develop, train, and evaluate machine learning models.</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Build and maintain </span><span>MLOps</span><span> pipelines, including data ingestion, feature engineering, model training, deployment, and monitoring.</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Leverage cloud platforms (AWS, GCP, Azure) for ML model development, training, and deployment.</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Implement DevOps/</span><span>MLOps</span><span> best practices to automate ML workflows and improve efficiency.</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Develop and implement monitoring systems to track model performance and </span><span>identify</span><span> issues.</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Conduct A/B testing and experimentation to </span><span>optimize</span><span> model performance.</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Work closely with data scientists, engineers, and product teams to deliver ML solutions.</span></span><span> </span></p></li></ul></div></div><div><div><ul><li><p><span><span>Stay updated with the latest trends and advancements</span></span><span> </span></p></li></ul></div><div><p><u><span> </span></u><span> </span></p></div><div><p><span> </span></p></div><div><p><span> </span></p></div><div><p><u><span>Must-Have </span><span>Skills:</span></u><span> </span></p></div><div><ul><li><p><span><span>Strong foundation</span><span> in machine learning algorithms and techniques</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Experience in </span><span>MLOps</span><span> practices and tools (e.g., </span><span>MLflow</span><span>, Kubeflow, Airflow); Experience in DevOps tools (e.g., Docker, Kubernetes, CI/CD)</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Proficiency</span><span> in Python and relevant ML libraries (e.g., TensorFlow, </span><span>PyTorch</span><span>, Scikit-learn)</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Outstanding analytical and problem-solving skills; Ability to learn quickly; Excellent communication and interpersonal skills</span></span><span> </span></p></li></ul></div><div><p><span> </span></p></div><div><p><u><span>Good-to-Have Skills:</span></u><span> </span></p></div><div><ul><li><p><span><span>Experience with big data technologies (e.g., Spark, Hadoop), and performance tuning in query and data processing</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Experience with data engineering and pipeline development</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Experience in statistical techniques and hypothesis testing, experience with regression analysis, </span><span>clustering</span><span> and classification</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Knowledge of NLP techniques for text analysis and sentiment analysis</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Experience in analyzing time-series data for forecasting and trend analysis</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Familiar with AWS, Azure, or Google Cloud;</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Familiar with Databricks platform for data analytics and </span><span>MLOps</span></span><span> </span></p></li></ul></div><div><p><span> </span></p></div><div><p><u><span>Education and Professional Certifications</span></u><span> </span></p></div></div><div><div><ul><li><p><span><span>Master’s / Degree degree with </span><span>8 -12</span><span> years of experience in Computer Science, </span><span>IT</span><span> or related field  </span> </span></p></li></ul></div><div><p><u><span>Soft Skills:</span></u><span> </span></p></div><div><ul><li><p><span><span>Excellent analytical and troubleshooting skills.</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Strong verbal and written communication skills</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Ability to work effectively with global, virtual teams</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>High degree of initiative and self-motivation.</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Ability to manage multiple priorities successfully. </span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Team-oriented, with a focus on achieving team goals.</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Ability to learn quickly, be organized and detail oriented.</span></span><span> </span></p></li></ul></div><div><ul><li><p><span><span>Strong presentation and public speaking skills.</span></span><span> </span></p></li></ul></div><div><p><span> </span></p></div><div><p><u><span>EQUAL OPPORTUNITY STATEMENT</span></u><span> </span></p></div><div><p><span><span>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.</span></span><span> </span></p></div><div><p><span><span>We will ensure that individuals with disabilities are provided with reasonable accommodation to </span><span>participate</span><span> 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 </span><span>an accommodation</span><span>.</span></span><span> </span></p></div><div><p><span> </span></p></div><div><p><span> </span></p></div></div><p style="text-align:inherit"></p><p style="text-align:inherit"></p><p style="text-align:inherit"></p>.