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AI / ML Engineer

AI / ML Engineer

Cinnova Technologies, LLCLahore, Pakistan
30+ days ago
Job description

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 (RAG)

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),

  • , 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

    #J-18808-Ljbffr

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    Engineer • Lahore, Pakistan

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