Description
In this role, you will focus on leveraging your extensive experience in Python application development to support ESG technology initiatives within the asset management or financial services industry. You will be instrumental in delivering machine learning solutions that meet business objectives and enhance decision-making processes.
Location
Iselin, NJ (Hybrid) - 3 days a week
Skills
- Proficiency in Python and basic libraries for machine learning such as scikit-learn and pandas
- Experience with machine learning tools such as R, Theano, TensorFlow, SparkML, or Foundry
- Familiarity with modeling techniques including classification, regression, time series, clustering, text analytics, survival, association, optimization, and reinforcement learning
- Understanding of data models, large datasets, business/technical requirements, BI tools, and statistical programming languages
- Functional knowledge of data visualization libraries (e.g., matplotlib or ggplot2) and tools like Microsoft Power BI, Quick Sight, or Tableau
- Knowledge of cloud and computing technologies such as Hadoop, Apache Spark, AWS, Microsoft Azure, or Google Cloud
- Bachelor’s or Master’s degree in Computer Science, Data Science, Statistics, Mathematics, or a related field
Responsibilities
- Create and maintain data flow design and technical requirements documentation using Agile product development standards
- Develop models aligned with business objectives and establish metrics to track progress
- Demonstrate and evaluate the performance of various algorithmic approaches
- Utilize modern technologies such as Python, R, Scala, and Spark for data analysis and insights extraction
- Analyze diverse data sources, train and test models, and ensure their deployment to achieve better business outcomes
- Collaborate closely with Data Scientists and Data Engineers in developing predictive algorithms
- Train models and tune hyperparameters for optimal performance.
Employment Type: Full-Time