Data Scientist

7 days ago

Hyderabad, India Amgen Full time

Job Title: Data Scientist


Location: Hyderabad (HITEC City)



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.


Live

What you will do

Let’s do this. Let’s change the world. In this vital role you will play a pivotal role in building and scaling our machine learning models from development to production. Your expertise in both machine learning and operations will be essential in creating efficient and reliable ML pipelines.

Roles & Responsibilities:

  • Collaborate with data scientists to develop, train, and evaluate machine learning models.
  • Build and maintain MLOps pipelines, including data ingestion, feature engineering, model training, deployment, and monitoring.
  • Leverage cloud platforms (AWS, GCP, Azure) for ML model development, training, and deployment.
  • Implement DevOps/MLOps best practices to automate ML workflows and improve efficiency.
  • Develop and implement monitoring systems to track model performance and identify issues.
  • Conduct A/B testing and experimentation to optimize model performance.
  • Work closely with data scientists, engineers, and product teams to deliver ML solutions.
  • Stay updated with the latest trends and advancements

Must-Have Skills:

  • Strong foundation in machine learning algorithms and techniques
  • Experience in MLOps practices and tools (e.g., MLflow, Kubeflow, Airflow); Experience in DevOps tools (e.g., Docker, Kubernetes, CI/CD)
  • Proficiency in Python and relevant ML libraries (e.g., TensorFlow, PyTorch, Scikit-learn)
  • Outstanding analytical and problem-solving skills; Ability to learn quickly; Excellent communication and interpersonal skills

Good-to-Have Skills:

  • Experience with big data technologies (e.g., Spark, Hadoop), and performance tuning in query and data processing
  • Experience with data engineering and pipeline development
  • Experience in statistical techniques and hypothesis testing, experience with regression analysis, clustering and classification
  • Knowledge of NLP techniques for text analysis and sentiment analysis
  • Experience in analyzing time-series data for forecasting and trend analysis
  • Familiar with AWS, Azure, or Google Cloud;
  • Familiar with Databricks platform for data analytics and MLOps

Professional Certifications

  • Cloud Computing certificate preferred
  • Machine Learning and Data Science related certification preferred

Soft Skills:

  • Excellent analytical and troubleshooting skills.
  • Strong verbal and written communication skills
  • Ability to work effectively with global, virtual teams
  • High degree of initiative and self-motivation.
  • Ability to manage multiple priorities successfully.
  • Team-oriented, with a focus on achieving team goals
  • Strong presentation and public speaking skills

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.

In addition to the base salary, Amgen offers competitive and comprehensive Total Rewards Plans that are aligned with local industry standards.

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