Generative AI Engineer

At The Talents Link Recruitment, our team is committed to finding opportunities that match our candidates' unique skills and aspirations. Each job post is tailored for a different associate within our group, ensuring that every role is aligned with the individual strengths, career goals, and potential of our diverse candidates.

Our associate is seeking a Senior AI Engineer specializing in generative AI models, with a focus on image generation and conversational AI systems. The ideal candidate will have deep expertise in training, fine-tuning, and deploying large language models (LLMs) and image generation models, combined with strong backend development skills for production deployment.

Key Responsibilities:

• Develop and fine-tune image generation models (Stable Diffusion, DALL-E style architectures)
• Build and optimize large language models for conversational AI applications
• Design and implement training pipelines for generative AI models
• Create efficient prompt engineering systems and frameworks
• Develop model evaluation and quality assessment frameworks
• Implement RLHF (Reinforcement Learning from Human Feedback) pipelines
• Build and maintain model serving infrastructure for real-time inference
• Design data collection and curation pipelines for model training
• Optimize model performance and reduce inference costs

Required Skills & Experience:

• 4+ years of experience in deep learning and generative AI
• Strong expertise in image generation models (Diffusion models, GANs)
• Experience with LLMs and transformer architectures
• Proficiency in fine-tuning and training generative models
• Deep understanding of prompt engineering and optimization
• Experience with model quantization and optimization techniques
• Strong Python programming skills
• Experience with distributed training systemsTechnical Requirements

Core Technologies:

• Runtime: Node.js
• Frameworks: Express.js, NestJS
• Databases:

MongoDB

PostgreSQL

Redis for caching

• API Development:

RESTful APIs

GraphQL

WebSocket

API Documentation (Swagger/OpenAPI)

Additional Tools & Technologies:

• Version Control: Git
• Testing: Jest, Mocha, Supertest
• Queue Systems: RabbitMQ, Redis Queue
• Containerization: Docker, Kubernetes
• CI/CD: Jenkins, GitHub Actions
• Monitoring: New Relic, Datadog, ELK Stack
• Image Generation Frameworks:
• Stable Diffusion
• DALL-E
• ControlNet
• Custom diffusion models
• Language Models:
• GPT architecture
• LLaMA
• Mistral
• BERT/RoBERTa
• Deep Learning Frameworks:
• PyTorch
• Hugging Face Transformers
• JAX/Flax
• Training Tools:
• DeepSpeed
• PEFT (Parameter Efficient Fine-Tuning)
• LoRA/QLoRA
• Accelerate

Key Competencies:

• Expertise in generative AI architectures and training methods
• Strong understanding of prompt engineering techniques
• Experience with model distillation and compression
• Knowledge of RLHF and model alignment
• Understanding of training data requirements and curation
• Experience with model evaluation metrics
• Ability to optimize inference performance and costs

What Sets You Apart:

• Experience with real-time data processing.
• Experience building custom training architectures
• Knowledge of advanced prompt engineering techniques
• Expertise in model alignment and safety
• Experience with multi-modal models
• Understanding of AI ethics and bias mitigation
• Contributions to generative AI open-source projects
• Research publications in generative AI
• Knowledge of messaging systems and event-driven architectures.
• Familiarity with serverless architectures.
• Experience with system monitoring and logging.
• Understanding of DevOps practices.
• Contributions to open-source projects.
• Experience with API gateway implementation.

Problem-Solving Abilities:

• Strong analytical and debugging skills.
• Ability to optimize system performance.
• Experience in troubleshooting production issues.
• Capacity to implement elegant solutions for complex problems.
• Skill in identifying and resolving security vulnerabilities.

System Improvement Focus

• Experience in legacy system modernization.
• Ability to identify and implement system improvements.
• Knowledge of performance monitoring and optimization.
• Experience with automated testing and quality assurance.
• Understanding of scalability patterns and practices.

Professional Qualities:

• Strong communication skills.
• Proactive problem-solving approach.
• Ability to work independently and in teams.
• Excellence in technical documentation.
• Mentoring capabilities for junior developers.
• Commitment to code quality and best practices.

Benefits:

• Competitive salary package.
• Remote work options.
• Health and wellness benefits.
• Professional development budget.
• Regular training opportunities.
• Performance bonuses.
• Modern work equipment.

Work Environment

• Collaborative team structure.
• Agile development methodology.
• Focus on continuous improvement.
• Regular knowledge sharing sessions.
• Emphasis on work-life balance.
• Opportunities for career growth.

Additional Responsibilities:

• Lead research initiatives in generative AI
• Conduct model architecture reviews
• Mentor team members in AI development
• Establish best practices for model development
• Participate in AI safety discussions
• Collaborate with product teams on AI features

They are looking for someone who is not just a developer but a system thinker who can understand complex requirements, implement robust solutions, and continuously improve our backend infrastructure.

By submitting this application, I confirm that all the information given by me in this application for employment and any additional documents attached hereto are true to the best of my knowledge and that I have not wilfully suppressed any material fact. I confirm I have disclosed if applicable any previous employment with The Talents Link Recruitment. I accept that if any of the information given by me in this application is in any way false or incorrect, my application may be rejected, any offer of employment may be withdrawn or my employment with The Talents Link Recruitment may be terminated summarily or I may be dismissed. By submitting this application, I agree that my personal data will be processed in accordance with The Talents Link Recruitment's Candidate Privacy Notice