Principal Machine Learning Engineer
2 days ago
Full details of the job.
Job Title: Principal Machine Learning Engineer
Job Description: Sage AI is a nimble team within Sage, building innovative services and solutions using generative AI and machine learning to turbocharge our users' productivity. The Sage AI team builds capabilities to help businesses make better decisions through data-powered automation and insights.
We are currently hiring a Principal Machine Learning Engineer to help us build machine learning solutions that will provide insights to empower businesses and help them succeed. As a part of our cross-functional team including data scientists and engineers, you will help steer the direction of the entire company’s Artificial Intelligence and Machine Learning initiatives.
This is a hybrid role – three days per week in our London office.
If you share our excitement for applying artificial intelligence and machine learning, value a culture of continuous improvement and learning, and are excited about working with cutting-edge technologies, apply today
You will:
- Design and implement product features and services that use AI and ML to augment and simplify our customers' workflows.
- Develop our internal ML platform to support our machine learning systems and our own efficiency.
- Monitor and optimize the quality and performance of our models, services, and tools.
- Collaborate with our AI Platform team to extend the capabilities of our machine learning platform.
- Design and write robust production-quality code to support our machine learning systems.
- Build and operate pipelines for accessing and enriching data for machine learning.
- Train, tune, and ship models.
- Mentor other ML engineers, software engineers, and data scientists in best practices.
- Work with product managers and data scientists to translate product/business problems into tractable machine learning solutions.
Key Responsibilities:
- Keen interest in artificial intelligence and machine learning and extensive practical experience with it.
- Expert knowledge and experience with relevant programming languages (incl. Python), frameworks (incl. Pycharm, OpenAI, HuggingFace, Spark, Azure, AWS).
- Extensive experience with cloud environments (AWS, Azure, GCP).
- Ability to write highly performant code working with big data.
- Bachelor’s degree, preferably in a field that strongly uses data science/machine learning techniques (e.g. computer science/engineering, statistics, applied math).
- Fluency in data fundamentals: SQL, data manipulation using a procedural language, statistics, experimentation, and predictive modelling.
- Strong quantitative and analytical skills with significant experience with data science tools.
- Ability to communicate complex ideas in machine learning to non-technical stakeholders.
You may have:
- Experience with one or more ML Ops frameworks — MLFlow, Kubeflow, Azure ML, Sagemaker.
- Strong theoretical foundations in linear algebra, probability theory, or optimization.
- Experience and training in finance and operations domains.
- Deep experience with ML approaches: deep learning, generative AI, large language models, logistic regression, gradient descent.
- Experience wrangling complex and diverse data to solve real-world problems.
What's it like to work here:
You will have an opportunity to work in an environment where ML engineering is central to what we do. The products we build are breaking new ground, and we have a focus on providing the best environment to allow you to do what you do best - solve problems, collaborate with your team, and push first-class software. Our distributed team is spread across multiple continents; we promote an open, diverse environment, encourage contributions to open-source software, and invest heavily in our staff. Our team is talented, capable, and inclusive. We know that great things can only be done with great teams and look forward to continuing this direction.
Function: Product
Country: United Kingdom
Office Location: London
Work Place Type: Hybrid
Advert: Working at Sage means you’re supporting millions of small and medium-sized businesses globally with technology to work faster and smarter. We leverage the future of AI, meaning business owners spend less time doing routine tasks, like entering invoices and generating reports, and more time pursuing their ambitions.
Our colleagues are the best of the best. It’s why we were awarded 2024 Best Places to Work by Glassdoor. Because to achieve extraordinary outcomes, we need extraordinary teams. This means infusing Sage with people who knock down barriers, continuously innovate, and want to experience their potential.
We celebrate individuality and welcome you to join us if you embrace all backgrounds, identities, beliefs, and ways of working. If you need support applying, reach out at careers@sage.com.
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