Description
Location:
Milton Keynes, UK
Job Type:
Contract
Rate/Salary:
575.00 - 575.00 GBP Daily
Key Responsibilities
- Develop and evaluate machine learning models using various ML frameworks and libraries.
- Implement ETL/ELT practices including profiling, cleansing, transforming, and developing data structures, schemas, and dictionaries.
- Collaborate on software architecture, data modeling, and software development best practices.
- Automate pipelines using AWS Platform Services such as S3, Lambda, CloudWatch, Step Function, ECS, and Docker.
- Integrate machine learning models into production systems using MLOps/DevOps and CI/CD practices (e.g., Shell Scripting, Jenkins, Code Build, Testing).
- Monitor and maintain deployed models to ensure reliable performance.
- Optionally, work on machine learning for NLP tasks.
Required Skills and Qualifications
Technical Skills
- Proficiency in programming languages such as Python.
- Familiarity with machine learning frameworks and libraries (e.g., TensorFlow, PyTorch).
- Knowledge of data structures, algorithms, and software engineering principles.
- Experience with big data technologies and ETL tools.
- High proficiency in automating pipelines using AWS services.
- Proficiency in MLOps/DevOps and CI/CD practices.
Software Development
- Strong software development best practices, including coding, algorithms, data structures, debugging, and version control.
- Ability to write clean, maintainable code.
Data Management
- Experience with data manipulation, analysis, and visualization.
- Knowledge of data preprocessing, including cleaning, transforming, and preparing data for model training.
Cloud Services
- Proficiency in using AWS services such as S3, Lambda, CloudWatch, Step Function, ECS, and Docker.
- Experience with Sagemaker and other relevant AWS tools.
Additional Skills
- Nice to have exposure to machine learning for NLP.
- Familiarity with Terraform and Jenkins.
- Strong work ethic and delivery-focused mindset.
Educational Requirements
- Bachelor’s degree or higher in Computer Science, Data Science, or a related technical field.
Other Requirements
- Minimum 2 years of professional experience applying machine learning and data science to solve real-world problems.
- Comfortable working in a high-paced project environment.
Data Privacy Notice
- Personal data will be processed as described in the Allegis Group Online Privacy Notice available at https://www.allegisgroup.com/en-gb/privacy-notices.
- Data may be shared within Allegis Group and transferred and processed outside the UK, Switzerland, and European Economic Area subject to the protections described in the Allegis Group Online Privacy Notice.