Senior Engineer- Data Science
- Verizon
- 4 - 6 years
- Chennai
- 29 days ago
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Job Description
What you'll be doing
- Lead development of advanced machine learning and statistical models
- 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 .
- Stay ahead with evolving technologies and guide strategic data initiatives.
What we're looking for
You'll need to have:
- Bachelor's degree or four or more years of work experience.
- Experience in Python, PySpark and SQL.
- Strong proficiency in Pandas, Numpy, Excel, Plotly, Matplotlib, Seaborn, ETL, AWS and Sagemaker
- Experience in Supervised learning models: Regression, Classification and Unsupervised learning models: Anomaly detection, clustering.
- Extensive experience with AWS analytics services, including Redshift, Glue, Athena, Lambda, and Kinesis.
- Knowledge in Deep Learning Autoencoders, CNN. RNN, LSTM, hybrid models
- Experience in Model evaluation, cross validation, hyper parameters tuning
- Familiarity with data visualization tools and techniques.
Even better if you have one or more of the following:
- Experience with machine learning and statistical analysis.
- Experience in Hypothesis testing.
- Excellent communication skills with the ability to translate complex technical concepts to non-technical stakeholders.
Job Classification
Industry: Telecom / ISPFunctional Area / Department: Data Science & Analytics
Role Category: Data Science & Machine Learning
Role: Data Science & Machine Learning - Other
Employement Type: Full time
Contact Details:
Company: VerizonLocation(s): Chennai
Keyskills: Data Science Matplotlib Excel LSTM Deep Learning Autoencoders Pandas Plotly Seaborn CNN. RNN ETL AWS Numpy
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