AI Systems Engineer

3 weeks ago


East Sheen, Greater London, United Kingdom Stepstone UK Full time
Company Overview

At Stepstone UK, we are dedicated to a fundamental mission: ensuring the right job for every individual.

Leveraging our extensive data, advanced platform, and innovative technology, we facilitate connections between job seekers and employers globally, promoting a fair and equitable hiring process.

With a presence in over 30 countries and a portfolio of more than 20 brands, we are committed to fostering unbiased recruitment practices.

Become a part of our diverse team of over 4,000 professionals and contribute to transforming the labor market as we aim to be the leading job-tech platform worldwide.

Role Overview


As a member of our team, you will engage in pivotal projects aimed at enhancing and developing AI systems for Stepstone.

Within the AI Labs division, your focus will be on classical machine learning applications for forecasting, scoring, classification, and data enrichment, as well as creating essential components for training, evaluating, and deploying large language models.


Your Key Responsibilities:


• Participate actively in the engineering, design, implementation, and deployment processes necessary for scaling our machine learning models.

• Drive projects from conception through experimentation, prototyping, and final implementation.

• Collaborate with our tech stack, which includes AWS SageMaker, MLFlow, Terraform, among others, while also assessing and integrating new tools and technologies to enhance our efficiency.

• Engage with current large language models, focusing on fine-tuning and scaling open-source models for production.

• Work alongside fellow Machine Learning Engineers to establish and refine best practices within our community.

• Liaise with various product owners across the organization to define and analyze their technical challenges, contributing to effective problem-solving and solution formulation.

Qualifications

• Proven industry experience with cloud-based machine learning services, particularly with AWS offerings, especially SageMaker.

• Strong expertise in developing scalable machine learning and large language model solutions.

• Proficient knowledge of Docker and CI/CD processes (e.g., Atlassian Bamboo).

• Experience in utilizing or developing model management tools (e.g., MLflow).

• Familiarity with large language models is highly advantageous.

Additional Information

We pride ourselves on being a community that values your life outside of work as much as your experience within our organization. Your role should enhance your life, not dominate it.

Benefits We Offer:
• 30 days of annual leave plus 2 additional days for Christmas and New Year's Eve.
• Flexible hybrid working arrangements.
• Comprehensive company pension scheme.
• 24/7 Employee Assistance Program.
• Life insurance coverage.
• Opportunities for volunteering.
• Access to a job bike.
• Discounted parking or travel tickets.
• On-site gym facilities.
• In-house barista services.
• Pet-friendly office environment.

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