Python Developer
hace 11 días
Glasgow
Venesky-Brown’s client, a public sector organisation in Edinburgh / Glasgow, is currently looking to recruit a Python Engineer for an initial 6 month contract with potential to extend on a rate of £569/day (Outside IR35). This role will be a hybrid of working at home and in the office. • Research and development of novel solutions that enable the organisation’s automation goals., • Demonstrate excellent, sustainable, and collaborative software development practice that’s focused on delivering highly readable, maintainable, and appropriate artefacts., • Extend and sustain the high-quality support procedures, dashboards, monitoring and deployment capabilities to ensure the team can continue to improve services via feedback., • Actively participating in all team events, leading where specialist knowledge is required, and supporting the team to improve their process through inspection and adaptation., • Engage with the wider communities of practice and interest to share knowledge, techniques, and experience., • Ensure high quality of developed solutions through development and maintenance of unit tests – with appropriate code coverage – and code analysis using code quality tools., • Ensure that developed software complies with non-functional requirements, such as accessibility, security, UI/UX, performance, maintainability, deployability, etc..., • Troubleshoot development and production problems across multiple environments and operating platforms, from the AWS-based modern stack to the multiple strands of ETL and database (legacy and otherwise) that underpins the service., • Routinely use collaborative development practices such as pairing and mobbing techniques in programming, code reviews, system design and requirements analysis/refinement, etc., • Coaching and mentoring other team members, as appropriate., • OCR, Object Detection and LLM analysis implementation., • Machine Learning & AI Libraries including Transformers/Hugging Face for working with pre-trained LLMs, fine tuning, and inference, PyTorch for deep learning model development and training, OpenCV for computer vision tasks and image preprocessing in object detection, PIL/Pillow for image manipulation and format conversion and YOLO object detection frameworks., • Proficiency in Python 3.9+ with understanding of object-oriented programming, decorators, context managers, and async/await patterns., • Data structures and algorithms for efficient data processing and model optimization., • Error handling and debugging using try-catch blocks, logging, and debugging tools., • Pandas and NumPy for data manipulation, cleaning, and numerical operations., • SQLAlchemy or psycopg2 for database connectivity and ORM operations., • Boto3 for AWS service integration and automation., • Lambda function development with proper event handling and response formatting., • S3 operations including multipart uploads, presigned URLs, and event notifications., • CloudWatch logging and metrics for monitoring and debugging., • Understanding of IAM and security for role-based access and credential management., • Experience with CDK for infrastructure deployment., • FastAPI for building REST APIs and model serving endpoints., • Requests library for HTTP client operations and external API integration., • Making excellent quality AI/ML software collaboratively with other engineers., • Working effectively under technical leadership while contributing specialized AI/ML expertise., • Design and implementation of AI/ML solutions using service-based and serverless architecture., • Using written, verbal, and visual communication to explain AI/ML concepts to both technical and non-technical audiences., • Experience working in Agile delivery models - Scrum and/or Kanban frameworks., • Formal XP engineering techniques including TDD and pair programming., • Working within defined infrastructure-as-code frameworks., • Custom model architecture design and implementation., • Advanced fine-tuning techniques including LoRA, QLoRA, and parameter efficient methods., • Multi-modal AI systems combining text, image, and structured data., • Reinforcement Learning from Human Feedback (RLHF) for model alignment., • Apache Airflow/Dagster for ML workflow orchestration and ETL pipeline management., • Model versioning and experiment tracking (MLflow, Weights & Biases)., • Real-time model serving and edge deployment strategies., • Seniority level: Mid-Senior level, • Employment type: Contract, • Job function: Analyst, • Industries: Information Services Referrals increase your chances of interviewing at Venesky Brown by 2x Get notified about new Python Developer jobs in Glasgow, Scotland, United Kingdom. #J-18808-Ljbffr