Requirements : 5 to 10 years experience in Python programming with experience in Pandas, TensorFlow or Pytorch.
Overview
We are seeking a part-time AI/ML Engineer to lead the development of proprietary AI solutions specifically for the manufacturing sector. This role emphasizes creating customized AI models that improve manufacturing workflows, solve industry-specific challenges, and optimize efficiency. You will work closely with our development team to embed these AI capabilities within our software suite, using structured data analysis to address real-world issues and ensure continuous enhancement of model performance.
Key Responsibilities
Custom AI Solution Development
Design and develop proprietary AI applications to meet manufacturing-specific requirements, minimizing reliance on third-party APIs.
Build and fine-tune machine learning models to address complex manufacturing tasks such as process optimization, predictive error detection, and automated quality control.
Implement language models to analyze and optimize manufacturing processes, ensuring they deliver precise, actionable insights.
Data Handling and Model Refinement
Leverage pandasfor robust data handling and processing, transforming manufacturing data into actionable insights for continuous model improvement.
Continuously refine and adapt models based on real-world manufacturing data, validating performance and adjusting for accuracy in high-demand use cases.
System Integration and Collaboration
Collaborate with the development team to embed AI features into our product suite, ensuring alignment with existing software architecture and seamless functionality.
Maintain a scalable and reliable deployment process for proprietary AI applications within our systems.
Documentation and Testing
Document AI model configurations, development processes, and performance metrics to maintain a clear, repeatable workflow.
Conduct rigorous testing to validate the reliability, accuracy, and scalability of AI models in manufacturing applications.
Requirements
AI/ML Expertise
Proven experience in designing custom AI applications for domain-specific uses, with a strong understanding of machine learning and natural language processing(NLP)techniques.
Experience fine-tuning AI models for specific industry tasks, particularly in manufacturing workflows or related fields.
Programming and Data Handling
Proficient in
Python with extensive experience in
pandas*for data handling and preprocessing, essential for working with manufacturing data. Familiarity with machine learning frameworks like
TensorFlow or PyTorch
and experience in deploying scalable ML solutions.
Manufacturing Knowledge (Preferred)
Familiarity with manufacturing environments, workflows, and processes, and experience with AI-driven optimizations within this domain.
Soft Skills
Strong communication skills with the ability to work both independently and collaboratively in a team environment.
Creative problem-solving skills, with a continuous drive to innovate and improve AI applications.
Summary
This part-time role offers a unique opportunity for an experienced AI/ML Engineer to create AI applications uniquely designed for manufacturing. By customizing models to address specific industry challenges, you will be instrumental in building proprietary AI solutions that directly impact manufacturing efficiency and productivity.
Job Type: Full-time
Base Pay: ?500,000.00 - ?1,000,000.00 per year
Benefits:
Paid time off
Education:
Bachelor's (Required)
Experience:
Python: 5 years (Required)
TensorFlow: 3 years (Required)
PyTorch: 3 years (Required)
Machine learning: 3 years (Required)
AI: 3 years (Required)
Expected Start Date: 23/12/2024
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