Machine Learning Specialist
Guildford, England, United Kingdom
Full Time . Hybird
At DIREK, we are committed to redefining the essence of modern habitats and workplaces through our Smart Building Management (SBM) solutions. Our mission is to harness the transformative power of IoT, AI, and data analytics to create intelligent environments that prioritise energy efficiency, security, and optimal resource utilisation. We strive to deliver innovative systems that enhance occupant well-being, streamline operational performance, and foster sustainable practices
Location – Guildford, Surrey, England.
About the job
About DIREK
At DIREK, we’re reshaping modern living and working spaces with our cutting-edge Smart Building Management (SBM) solutions. Our goal is to utilize IoT, AI, and data analytics to create smart environments that focus on energy efficiency, safety, and optimal resource use. We’re dedicated to crafting innovative systems that improve occupant comfort, enhance operational efficiency, and promote sustainability.
Our vision is to empower businesses and individuals with advanced tools for better decision-making, enriching experiences, and contributing to a greener planet.
Job Description:
Join us as a Machine Learning Specialist on a crucial project integrating language models with data from IoT sensors in buildings. You’ll handle extensive datasets and time-series data, apply AI to boost building efficiency, and refine language models for complex data interpretation. Your role is crucial in turning raw data into valuable insights, advancing our SBM system.
Key Responsibilities:
- Analyze IoT sensor time-series data using advanced statistical and machine learning methods.
- Create predictive models to detect patterns, anomalies, and trends in large datasets.
- Enhance large language models with building-specific knowledge for real-time IoT sensor data analysis and actionable recommendations.
- Employ sophisticated data manipulation and database techniques for efficient data management and storage.
- Work collaboratively on projects, contributing to company goals.
- Implement data engineering and optimization strategies for effective solutions.
- Keep up-to-date with AI and machine learning developments, incorporating new methods into our models.
Qualifications:
- Bachelor’s or Master’s in Computer Science, Data Science, or related field.
- Expertise in large language models, especially in customization and integration with IT data streams.
- Proficiency in database management, data manipulation, and warehousing technologies (e.g., SQL, NoSQL, Hadoop).
- Skills in pattern recognition, statistical analysis, time-series forecasting, and real-time data processing.
- Experience with machine learning frameworks (e.g., TensorFlow, PyTorch) and programming languages (e.g., Python, R).
- Demonstrated ability in data engineering, algorithm development, and optimization.
- Proven project delivery record in a commercial environment.
- Excellent problem-solving skills, with the ability to work under pressure and meet deadlines.
- Strong communication and teamwork abilities, with a flair for innovation and creativity.
Benefits:
We value work-life balance and offer:
- Competitive salary.
- Extended holidays.
- Hybrid work options.
- Health insurance.
- Professional growth opportunities.
- Collaborative and innovative work environment.
- Engaging projects at the IoT and AI interface.
- Join us for a rewarding and inclusive work culture.
How to Apply:
Excited about IoT, AI, and innovation? Apply now! Send your resume and cover letter explaining your suitability for this role to jobs@direkltd.co.uk. We’re an equal opportunity employer committed to diversity and inclusivity. All backgrounds are encouraged to apply.
Application Deadline: 29th of March 2024
Thank you for your interest in DIREK. Note: Only shortlisted candidates will be contacted.
Why Join DIREK?
- Be part of a pioneering team redefining smart building management.
- Engage in meaningful work that contributes to energy sustainability.
- Enjoy the flexibility of a part-time, hybrid work arrangement.
- Collaborate with industry experts in a dynamic and supportive environment.
How to Apply?
Ready to make a significant impact in energy management? Please send your resume and a cover letter outlining your experience and why you are the ideal candidate for this role to jobs@direkltd.co.uk.
DIREK is committed to diversity and inclusivity in the workplace. We welcome applicants from all backgrounds to join our growing team.
DIREK thanks all applicants for their interest. Please note that only shortlisted candidates will be contacted for an interview.