Machine Learning Engineer / Data Scientist
New
Source API remote eligibility restrictions: PakistanFull-TimeSenior
Salary not disclosed
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Job Details
- Experience
- 3–8 years
- Required Skills
- PythonSQLMachine LearningPyTorchData scienceTensorflowMLOps
Requirements
- 3–8 years of experience in data science, machine learning engineering, or applied ML
- Strong Python skills for data analysis and modeling
- Strong SQL skills (joins, window functions, aggregation)
- Solid foundation in statistics
- Hands-on experience with classification, regression, time series, and clustering
- Experience with deep learning in PyTorch or TensorFlow/Keras
- Ability to work with ambiguous goals and messy data
- Clear communication skills
Responsibilities
- Translate business questions into ML problem statements
- Collaborate with stakeholders to define success metrics and evaluation plans
- Extract, join, and analyze data using SQL and Python
- Build robust feature pipelines and document assumptions
- Train and tune supervised learning models for tabular data
- Build time series and clustering models
- Build and train deep learning models using PyTorch or TensorFlow/Keras
- Perform error analysis and iterate models based on evidence
- Package models for deployment and implement MLOps
- Communicate technical tradeoffs to stakeholders
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