About Agile Solutions
Agile Solutions GB Ltd is focused on deriving true value from its customers data. We help them to manage, monetise, leverage and make better use of it. We provide advice, support and delivery services across various industry sectors covering a multitude of areas, ranging from Data Strategy, Governance and Security to Data Platform Modernisation, Cloud and Customer Intelligence. We do everything with a view to creating tangible business benefits for our customers. To achieve them, our Agile Information Management framework allows us to measure how we are performing and ensures we deliver the value that our customers deserve.
Summary
We are seeking a skilled Machine Learning Engineer to join our team. The ideal candidate will have a strong background in machine learning algorithms, data pre-processing strategy, and evaluation criteria. Proficiency in programming languages like Python, PySpark, and SQL is required. Experience with MLOps tools like MLflow and building Large Language Model (LLM) based applications over opensource models or openai api . Familiarity with Azure AWS, and databricks cloud concepts is also necessary.
Key Responsibilities:
- Develop and deploy machine learning models using regression and classification algorithms
- Evaluate model performance using appropriate evaluation criteria ,data preprocessing strategies and A\B testing
- Write efficient code in Python, PySpark, and SQL
- Utilise Git for version control and collaborate with team members
- Implement MLOps principles to streamline machine learning workflows using databricks asset bundle or github runners
- Build and deploy LLM-based applications using RAG and vector stores
- Work with Azure cloud services to deploy and manage machine learning models
- Stay up-to-date with industry trends and emerging technologies in machine learning and MLOps
Requirements:
- BSc(hons) degree in Computer Science, Machine Learning, or related field
- Associate level experience in machine learning engineering
- Strong knowledge of machine learning algorithms and evaluation criteria
- Proficiency in Python, PySpark, SQL, and Git
- Experience with MLOps tools like MLflow
- Familiarity with Databricks cloud concepts like Unity catlog, serving endpoints , Model monitoring
- Proven experience in building LLM-based applications
- Excellent problem-solving skills and collaboration mindset
Diversity & Inclusion
At Agile Solutions, we are dedicated to fostering a diverse, equitable, and inclusive workplace. We believe that diversity drives innovation and fosters creativity. We actively promote diversity and inclusion through our hiring practices, employee development initiatives, and company culture. We are committed to providing equal opportunities for all employees, regardless of race, ethnicity, gender, sexual orientation, age, ability, or background.
Join us in creating a workplace where everyone feels valued, respected, and empowered to succeed.
