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3 Data Security Council of India Jobs

AI/ML Solutions Engineer

1-4 years

Noida, Bangalore / Bengaluru

2 vacancies

AI/ML Solutions Engineer

Data Security Council of India

posted 4d ago

Job Role Insights

Flexible timing

Key skills for the job

Job Description

Job Overview:

We are seeking a passionate candidate with 1-2 years of relevant work experience in AI/ML to join our team, responsible for developing and implementing AI-driven security solutions and supporting the research team in advanced threat detection projects. This role focuses on developing multi-agent AI systems and implementing large action models for cybersecurity applications, with an emphasis on distributed monitoring and threat detection. This position offers an opportunity to address real-world security challenges by leveraging generative AI applications.

Key Responsibilities:

  • Support R&D efforts to innovate and prototype generative AI solutions for real-time security monitoring and advanced cyber threat detection.
  • Develop and deploy machine learning models for cyber security applications.
  • Research and implement novel approaches in generative AI to enhance cyber security capabilities.
  • Design and deploy distributed security monitoring systems and multi-agent frameworks using tools such as AutoGen, CrewAI, etc.
  • Develop reasoning-based systems for specialized threat analysis using chain-of-thought methodologies.
  • Build LLM-powered security solutions using frameworks like LangChain and LlamaIndex.
  • Implement MLOps practices to optimize model deployment, monitoring, etc.
  • Optimize vector stores for Retrieval-Augmented Generation (RAG) models to improve latency and scalability when handling large datasets.
  • Implement and optimize large language models for complex threat hunting.
  • Integrate AI tools and solutions with existing security infrastructure to enhance operational efficiency.
  • Contribute to the generation of synthetic datasets for security testing and model training purposes.
  • Develop and validate AI models to identify system vulnerabilities and propose risk mitigation strategies.
  • Utilize tools like Pydantic for data validation and serialization in AI/ML pipelines.

Required Qualifications:

  • Bachelor's/Master's degree in Computer Science, AI, or related field
  • 1-2 years of relevant experience in AI/ML
  • Strong programming skills in Python
  • Experience with AI/ML frameworks, specifically LangChain or LlamaIndex for LLM applications
  • Understanding of Machine Learning concepts, algorithms, frameworks
  • Strong communication skills
  • Experience with developing and testing AI models for vulnerability assessment
  • Experience with the integration of AI tools with existing security systems and compliance.

Preferred Skills:

  • Understanding of generative AI and large language models.
  • Familiarity with MLOps concepts and tools.
  • Experience with data preprocessing, cleaning and analysis techniques.
  • Strong communication and documentation skills to effectively convey technical concepts and project details.

Technologies and Frameworks:

  • LLM Frameworks: LangChain, LlamaIndex
  • Multi-agent Frameworks: AutoGen, CrewAI, etc
  • Vector Stores: Qdrant, FAISS, Elasticsearch, Pinecone, AstraDB, etc
  • MLOps: MLflow, Docker
  • Development: Python, FastAPI/Flask
  • Data validation : Pydantic

Employment Type: Full Time, Permanent

Read full job description

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52%
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Flexible timing
Monday to Friday
Within country
Day Shift
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Data Security Council of India Benefits

Free Food
Team Outings
Health Insurance
Free Transport
Child care
Gymnasium +6 more
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