Machine Learning Innovator

2 days ago

Lahore, Punjab, Pakistan beBee Careers Full time

We are seeking a highly skilled AI/ML Engineer to design, develop and deploy innovative machine learning models and AI-driven solutions. This is an on-site role offering an exciting opportunity for individuals passionate about artificial intelligence, data science and building intelligent systems to solve real-world challenges.

Responsibilities
  • Design, develop and optimize machine learning models and AI-driven solutions to address complex business challenges.
  • Implement Retrieval-Augmented Generation pipelines to enhance AI model capabilities integrating vector databases and retrieval models.
  • Develop and fine-tune large language models LLMs for NLP applications leveraging transformers and embedding-based search.
  • Utilize Hugging Face Transformers and Model Hub for fine-tuning and deploying state-of-the-art models.
  • Collaborate with cross-functional teams to define project requirements and integrate AI/ML solutions into business workflows.
  • Preprocess, clean and analyze large-scale datasets while ensuring data privacy security and compliance e.g. GDPR HIPAA SOC 2.
  • Develop and deploy secure and scalable ML pipelines leveraging MLOps best practices for continuous integration and deployment.
  • Monitor evaluate and refine model performance using A/B testing drift detection explainability and adversarial robustness techniques.
  • Implement AI security best practices including adversarial attack detection model integrity verification and bias mitigation.
  • Stay updated with LLMs generative AI retrieval-based AI trends and secure AI development methodologies.
  • Deploy and manage AI/ML models on cloud platforms such as AWS Azure or GCP ensuring compliance with secure AI governance frameworks.
  • Work with vector databases e.g. FAISS Pinecone Weaviate ChromaDB and retrieval frameworks e.g. LangChain LlamaIndex.
  • Build and optimize secure APIs ensuring protection against data leaks prompt injection attacks and unauthorized access.
  • Other duties as needed.
Requirements
  • 2+ years of experience in AI/ML model development and deployment.
  • Bachelor's or Master's degree in Computer Science Data Science Machine Learning Artificial Intelligence or a related field.
  • Strong programming skills in Python preferred R* or Java*.
  • Hands-on experience with ML frameworks like TensorFlow PyTorch or Keras.
  • Expertise in natural language processing NLP computer vision deep learning and LLMs.
  • Proficiency in retrieval-augmented generation RAG embedding models and vector databases FAISS Pinecone Weaviate ChromaDB.
  • Experience with cloud AI services AWS SageMaker Azure AI Google AI Platform.
  • Strong understanding of Hugging Face Transformers Model Hub and tokenizers for model fine-tuning and deployment.
  • Familiarity with big data tools such as Hadoop Spark or Kafka preferred.
  • Strong understanding of adversarial ML attacks model explainability AI governance and bias mitigation techniques.
  • Knowledge of security best practices for AI including prompt injection protection data anonymization and secure model deployment.
  • Strong foundation in algorithms data structures and model evaluation techniques.
  • Proven ability to deliver end-to-end AI/ML projects from concept to production with a focus on secure and responsible AI.
  • Strong analytical and problem-solving skills with attention to detail.
  • Excellent communication skills to collaborate with teams and present findings.
  • Ability to work on-site and manage multiple projects effectively.
Perks and Benefits
  • Provident Fund and Medical Allowances
  • Professional Training and Certifications
  • Paid Time Off
  • Semi-Annual Performance Bonus and Awards

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