About Us: DIREK is a forward-thinking startup specializing in occupancy monitoring and AI-based building management. Our innovative solutions are designed to optimize building efficiency, enhance occupant comfort, and reduce energy consumption. We are passionate about leveraging cutting-edge technology to transform the way buildings are managed.
Position Overview: We are seeking a highly skilled and motivated MLOps Engineer to join our team. This individual will play a crucial role in deploying and maintaining AI models for scalable use. The ideal candidate will have a strong background in machine learning operations, AI model deployment, and proficiency in Python. Experience with FastAPI, databases (Redis and SQL), and time-sensitive data operations is highly desirable. Additionally, knowledge in data science and backend development will be considered a significant plus.
Key Responsibilities:
- MLOps and AI Model Deployment:
- Deploy and maintain AI models to ensure they are scalable and efficient.
- Monitor and optimize AI model performance in production environments.
- Develop and implement MLOps practices to streamline model deployment and maintenance.
- Machine Learning and AI:
- Possess a deep understanding of machine learning and AI models.
- Collaborate with data scientists to understand model requirements and translate them into scalable solutions.
- Ensure models are robust, accurate, and optimized for real-world applications.
- Python and API Development:
- Proficiency in Python for developing and deploying AI models.
- Experience with FastAPI for creating robust and efficient APIs.
- Integrate AI models with existing systems and workflows using APIs.
- Database Management:
- Work with databases such as Redis and SQL to manage and store model data.
- Ensure data integrity, availability, and performance.
- Optimize database operations for time-sensitive data processing.
- Time-Sensitive Data Operations:
- Handle time-sensitive data to ensure timely and accurate model predictions.
- Implement strategies to manage and process real-time data efficiently.
- Monitor data pipelines to ensure continuous and reliable data flow.
- Data Science (Plus):
- Apply data science principles to enhance model development and deployment processes.
- Utilize statistical and analytical methods to interpret data and improve model accuracy.
- Collaborate with the data science team to develop new algorithms and improve existing ones.
- Backend Development (Plus):
- Assist in the development and maintenance of backend systems that support AI model deployment.
- Implement scalable and secure backend solutions to enhance overall system performance.
- Collaborate with backend developers to integrate AI models seamlessly into the infrastructure.
Qualifications:
- Bachelor's degree in Computer Science, Data Science, Engineering, or a related field.
- Proven experience in MLOps and AI model deployment.
- Strong knowledge of machine learning and AI models.
- Proficiency in Python and experience with FastAPI.
- Experience with databases such as Redis and SQL.
- Expertise in handling time-sensitive data operations.
- Excellent problem-solving skills and attention to detail.
- Ability to work collaboratively with cross-functional teams.
- Strong communication and interpersonal skills.
- Knowledge in data science and backend development is a plus.
What We Offer:
- A dynamic and innovative work environment.
- Opportunities for professional growth and development.
- Competitive salary and benefits package.
- The chance to be part of a company at the forefront of building management technology.
How to Apply: Interested candidates are invited to submit their resume and a cover letter detailing their relevant experience and why they are a perfect fit for this role to jobs@direkltd.co.uk .
Join DIREK and help us revolutionize the future of building management!