Senior Machine Learning Engineer - RWE - United States
United States - Remote
Luminary Group
Luminary Group is currently in partnership with a world leading life science company who is currently seeking a highly skilled and motivated Senior Machine Learning Engineer with expertise in Real-World Evidence (RWE) to join their team. As a Senior Machine Learning Engineer, you will be responsible for developing and implementing cutting-edge machine learning models and algorithms to analyze RWE data and extract valuable insights for the healthcare industry.
Responsibilities:
- Design, develop, and deploy machine learning models and algorithms to analyze complex RWE datasets.
- Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
- Preprocess and clean large-scale RWE data to ensure quality and integrity.
- Evaluate and select appropriate machine learning techniques, tools, and frameworks for specific use cases.
- Train, fine-tune, and validate machine learning models using state-of-the-art methodologies and techniques.
- Optimize machine learning models for scalability, performance, and accuracy.
- Monitor and maintain deployed machine learning models, ensuring their ongoing performance and relevance.
- Stay up-to-date with the latest trends and advancements in machine learning and real-world evidence.
- Communicate findings and insights to both technical and non-technical stakeholders.
Requirements
- Bachelor's degree in computer science, data science, or a related field; advanced degree preferred.
- Minimum of 4 years of experience in machine learning engineering or data science, with a focus on healthcare and real-world evidence (RWE).
- Strong knowledge of machine learning algorithms, statistical modeling, and data mining techniques.
- Proficiency in programming languages such as Python or R for data preprocessing, analysis, and model implementation.
- Experience with machine learning libraries and frameworks, such as TensorFlow, PyTorch, or scikit-learn.
- Solid understanding of database systems and SQL for data manipulation and querying.
- Experience with big data technologies and distributed computing frameworks is a plus.
- Strong problem-solving and analytical skills, with the ability to find creative solutions to complex problems.
- Excellent communication and collaboration skills, with the ability to work effectively in a team environment.
- Experience in the healthcare industry and familiarity with healthcare data standards is preferred.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Big Data Computer Science Data Mining Engineering Machine Learning ML models Python PyTorch R Scikit-learn SQL Statistical modeling Statistics TensorFlow
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Lead Data Analyst jobs
- Open Data Science Manager jobs
- Open MLOps Engineer jobs
- Open Data Engineer II jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Manager jobs
- Open Principal Data Engineer jobs
- Open Power BI Developer jobs
- Open Data Scientist II jobs
- Open Sr Data Engineer jobs
- Open Business Data Analyst jobs
- Open Junior Data Scientist jobs
- Open Data Analytics Engineer jobs
- Open Business Intelligence Developer jobs
- Open Product Data Analyst jobs
- Open Data Analyst Intern jobs
- Open Sr. Data Scientist jobs
- Open Senior Data Architect jobs
- Open Big Data Engineer jobs
- Open Manager, Data Engineering jobs
- Open Principal Data Scientist jobs
- Open Data Quality Analyst jobs
- Open Research Scientist jobs
- Open Azure Data Engineer jobs
- Open Data Product Manager jobs
- Open Data quality-related jobs
- Open GCP-related jobs
- Open Java-related jobs
- Open Business Intelligence-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open PhD-related jobs
- Open Deep Learning-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open PyTorch-related jobs
- Open TensorFlow-related jobs
- Open APIs-related jobs
- Open NLP-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open LLMs-related jobs
- Open CI/CD-related jobs
- Open Generative AI-related jobs
- Open Kubernetes-related jobs
- Open Hadoop-related jobs
- Open Data governance-related jobs
- Open Airflow-related jobs
- Open Docker-related jobs