Machine Learning Engineer - London
Energy Aspects Ltd, United Kingdom
Job Description
Energy Aspects currently have an exciting opportunity available for a Machine Learning Engineer to join the Data team, based out of our London office.
The role offers a rare opportunity to work directly with the CEO Office on a wide range of business AI and ML projects. You will identify and help prioritise areas where AI can drive significant, tangible business benefits supporting functions including Finance, Sales, and Operations. You will turn ideas into project plans, technical specifications and personally develop rapid proof-of-concept implementations using your strong technical skillset.
The role will also have the opportunity to consult across the wider business on best practice and other projects, and drive thoughtful adoption of AI/ML.
Duties
- Work directly with the CEO and other senior leaders to identify and prioritize areas where AI and ML can drive significant business benefit, particularly in functions such as Finance, Sales, and Operations
- Build a roadmap for AI/ML in this area
- Develop projects from idea into proof-of-concept working solutions quickly and pragmatically
- Effectively communicate with senior leaders on technical topics, capturing requirements with ease and translating into practical solutions
- Work within established AI/ML policy frameworks, observing appropriate guidelines and balancing quick progress against potential risk
Requirements
- Degree in an engineering or quantitative subject
- 3+ years’ experience in applying ML to practical business applications
- Advanced Python skillset, familiar with object-orientation and software development best practice
- Practical experience with LLM fine-tuning, model training, and prompt engineering
- Practical experience applying LLM/generative AI models (GPT-3/4, BERT, LLaMA, Bard, etc.)
- Experience with NLP, particularly text-mining, text-editing, summarization
- Excellent communication skills, experienced working alongside and presenting to senior leadership
Desirable Skills
- Experience with Dash, Flask or other python web frameworks
- Experience with version control, DevOps, and testing
- Experience with cloud platforms such as AWS, Google Cloud Platform
- Experience in REST API development and model-as-a-service deployment
- Experience in Computer Vision, Deep Learning, or other AI domains
- Experience addressing data privacy, security concerns, regulatory compliance, legal implications, integration challenges, and ethical considerations related to the use of AI
About us
Founded in 2012, we are an independent research consultancy that has enjoyed phenomenal growth since our inception, and we have very ambitious plans to continue our upwards growth trajectory. We are passionately committed to providing indispensable and industry-leading short, medium, and long-term analysis, and forecasts of the energy markets, that helps our clients trade, invest, finance and plan.
With the acquisition of macro research firm Medley Global Advisors, the combination of our market-leading global macro policy analysis and deep energy markets expertise, has further strengthened our services to the global financial markets and has enhanced our ability to support our expanding client base, as the energy transition gathers pace and markets look to find their feet in an uncertain future.
Our suite of subscription services can be tailored to meet our clients’ specific needs and combines a data-rich approach and our extensive network of contacts, with insight on geopolitics and energy policy to provide best-in-class assessment, analysis and forecasts of major trends, topics and regions. We also deliver timely analysis of breaking news events and offer proprietary data services that cover fundamental trade and supply/demand data, across a wide variety of products and markets.
Culture amp; Benefits
The proud recipient of accreditations from Best Companies, we truly understand the importance of workplace engagement and genuinely value our people. We offer a fast-paced, driven, collaborative and dynamic working culture where you are recognised and rewarded for your contributions to our tremendous growth story.
At Energy Aspects you could be part of an active, social, and friendly team where you will have the opportunity to join our running, circuit training, five-a-side football or lunch clubs. You might also enjoy letting loose at our winter and summer parties or just sharing an unwinding drink on a Friday afternoon at our in-house bar the Nodding Donkey.
Working out of our Canary Wharf office, you can take advantage of low commute times and easy access from across London, excellent amenities for shopping, gyms and healthcare, restaurants and bars.