Senior Consultant - AI Engineer Job
ROLE PURPOSE
The aim is to state the overall significance of the job from the organization’s perspective.
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is responsible for leading the development and deployment of GenAI solutions from prototype to production. This role focuses on building scalable systems, fine-tuning large language and multimodal models, and ensuring enterprise.
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KEY ACCOUNTABILITIES & ACTIVITIES
This section describes the principal outputs required from the job.
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Key Accountabilities
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Key Activities
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1-
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AI Engineering and Delivery
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- Lead the full engineering lifecycle for Generative AI models, from prototyping to production deployment.
- Architect scalable and observable systems for model inference, including autoscaling, logging, tracing, and performance monitoring.
- Ensure stable delivery of production-ready models.
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2-
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Model Development & Optimization
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- Fine-tune LLMs and multimodal models using curated datasets for task- specific accuracy and alignment.
- Build modular pipelines for training, evaluation, and deployment using tools like Airflow, Ray, etc.
- Implement RAG systems using FAISS, Pinecone, or similar.
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3-
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Integration & Infrastructure
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- Translate research models into scalable APIs and services.
- Optimize infrastructure for inference (cloud/hybrid), balancing latency, cost, and throughput.
- Integrate GenAI apps into MLOps platforms with proper versioning, CI/CD, and governance.
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4-
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Evaluation & Monitoring
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- Develop evaluation frameworks using offline (e.g., BLEU, ROUGE, perplexity) and online (e.g., A/B testing, user feedback) signals.
- Lead model testing and validation to ensure safety, accuracy, and compliance with regulations and ethical guidelines.
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5-
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Policies, Processes & Procedures
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- Contribute to the development and implementation of relevant policies, procedures, and controls within the unit to ensure efficient and compliant delivery of AI engineering activities.
- Ensure adherence to internal standards and continuously seek improvement opportunities in delivery processes to enhance quality and reduce operational
risk.
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6-
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Information Security
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- Ensure that all activities comply with the company’s information security
policies and procedures.
- Maintain confidentiality, integrity, and availability of information assets in alignment with organizational and regulatory requirements.
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