About the Role
We are seeking a highly skilled and experienced Senior AI/ML Engineer to join our growing data science team in London (we are 5 at the moment), who is especially passionate about software engineering of the Data science solutions. In this role, you will be responsible for contributing to architecture, Scaling and operationalising data science solutions into production-ready systems.
We are looking for someone who:
Takes a key role in software implementation for the AI-driven multiple stages workflows to address complex business challenges.
Knows how to design optimal data science solution architecture given constraints and aims for that solution
Knows how to design data science solution architecture to process big input data through the data science application with low response time
Proficient in integrating new solutions into existing architecture / systems with a focus on performance and maintainability.
Core Responsibilities:
Full-stack software engineering in Python of the Data Science solutions
DevOps for Data science solutions in AWS (GCP - nice to have)
Code review of more junior members
Mentoring junior data scientists on the best practices in software development: clarity, modularity, maintainability, performance, organisation and testing / validation
Writing technical documentation
Collaborating with the database, java-developers and product teams
Performing agile development in partnership with the team; applying and contributing to evolving processes and tooling
Proactively acting to mitigate the company’s risk, cost base and improve our ability to serve clients.
Tech Skills Required:
Advanced level of coding in Python for Data Science
Software engineering architecture design for application with integrated Data Science solutions
Jupyter server/notebooks
AWS: EC2, Sagemaker, S3
Git version control
SQL skills include selecting, filtering, aggregating, and joining data using core clauses, use of CTEs, window functions, subqueries, and data cleaning functions to handle more complex analytical queries
Implementation of the foundational ML algorithms, classic NLP techniques, LLM in Python applications
About us
We are not only a sector-led, political, regulatory and campaigning firm that delivers results for our clients to enhance their commercial outcomes and improve their operating environments; but also are led by data and insight, with the platform at the heart of the business.