TC
Data Scientist
TechDigital Corporation
🇺🇸 United States
On-site
7 months ago
- Machine Learning
- PySpark
- Pandas
- NumPy
- SQL
- TensorFlow
- PyTorch
- AI/ML
- Python
- Excel
- Plotly
- Matplotlib
- Seaborn
- ETL
- AWS
- scikit-learn
7 months ago
● Design scalable data pipelines using PySpark
● Perform data transformation and exploratory analysis using Pandas, Numpy and SQL
● Build, train and fine tune machine learning and deep learning models using TensorFlow and PyTorch
● Mentor junior engineers and lead code reviews, best practices and documentation.
● Designing and implementing big data, streaming AI/ML training and prediction pipelines.
● Translate complex business problems into data driven solutions.
● Promote best practices in data science, and model governance .
● Use tools like Python, TensorFlow, PyTorch, SQL, and cloud platforms
● Stay ahead with evolving technologies and guide strategic data initiative
Requirements:
● Bachelor and/or Masters degree in either one of the disciplines: Computer Science, Statistics, Data Science, Data Analytics, Machine Learning.
● Python, PySpark, SQL
● Pandas, Numpy, Excel, Plotly, Matplotlib, Seaborn, ETL, AWS and Sagemaker
● Supervised learning models: Regression, Classification
● Unsupervised learning models: Anomaly detection, clustering
● Deep Learning Autoencoders, CNN. RNN, LSTM, hybrid models
● Model evaluation, cross validation, hyper parameters tuning
● Scikit-Learn, TensorFlow, PyTorch
Data Scientist · TechDigital Corporation