26
Jul 2022
Senior Machine Learning Engineer
Senior Machine Learning Engineer
Lahore
Job details
Job Type
Full-time
Full Job Description
- Minimum Bachelor’s Degree (4 years) in a Computational or Quantitative Field, Master’s in Data Science Preferred
- 3-5 years of experience while working with Python, SQL
- Experience in working with Numpy, Pandas, Sklearn, Seaborn, Matplotlib
- Experience in working with any deep learning framework like Tensorflow and Pytorch
- Experience in building Automated Machine Learning Pipelines on cloud, preferably AWS
- Experience in AWS services like SageMaker, S3, EC2, Lambda Functions, Glue etc.
- Experience in working with large datasets using Hadoop, Spark, Hive etc.
- Experience in working with Time Series Data, and algorithms Like ARIMA, ARIMAX, SARIMAX, Exponential Smoothing, Prophet, DeepAR etc.
- Experience working with deep learning models like LSTMS, RNNs and machine learning models like Random Forest and LightGBMs
- Understanding of basic data science concepts like outlier detection, normalization, data cleaning, features engineering, features selection, model selection, hyperparameters tuning, evaluation techniques, model deployment
- Knowledge of REST APIs and Frameworks like Flask/Django is preferred.
- Knowledge of Optimization Techniques and Recommendation Engines is preferred.
- Should be able to work independently
Job Type: Full-time
Salary: Rs200,000.00 – Rs300,000.00 per month
Education:
- Bachelor’s (Preferred)
Experience:
- Machine Learning: 3 years (Required)