4 System Design jobs in Kochi

AI Engineer - Cyber Security Start-up - Remote - LLM, MCP, Statistical Rigor, System Design and A...

Kochi, Kerala CareerXperts Consulting

Posted 1 day ago

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Job Description

Job Description:


We are seeking a highly skilled and motivated AI Engineer with expertise in large language models (LLMs), AI workflows, and machine learning. This role combines deep technical knowledge in ML/AI with hands-on experience building intelligent, production-ready systems that enhance cybersecurity investigation, prioritization, and response. You will work at the intersection of LLM-driven automation, workflow orchestration, and classical ML models to improve how alerts are prioritized, classified, and contextualized—reducing fatigue and enabling faster, more effective decision-making.


Your work will directly influence the development of agentic AI systems, workflow automation, and recommendation engines within cloud security platform.


Key Responsibilities

LLM Integration & Workflows:

Build, fine-tune, and integrate large language models (LLMs) into existing systems.

Develop agentic workflows for investigation, classification, and automated response in cybersecurity.

Apply techniques like retrieval-augmented generation (RAG), prompt engineering, and fine-tuning for domain-specific tasks.


Machine Learning Development:

Design, implement, and optimize ML models for prioritization, ranking, clustering, anomaly detection, and classification.

Apply both classical forecasting models (AR, ARIMA, SARIMA, ES) and modern architectures (XGBoost, LSTM, DeepAR, N-BEATS, Temporal Fusion Transformer).


Data Preparation & Feature Engineering:

Collect, preprocess, and transform structured and unstructured data (including logs, text, and access patterns).

Engineer features to maximize model interpretability and performance.


Model Training, Evaluation, and Deployment:


Train and evaluate models using rigorous metrics (precision, recall, AUC, F1, etc.).

Optimize hyperparameters and fine-tune LLMs for task-specific improvements.

Deploy ML/LLM models into production at scale with strong monitoring, drift detection, and observability.


Collaboration & Documentation:


Work closely with data scientists, ML engineers, security researchers, and software teams to build end-to-end solutions.


Document models, workflows, and pipelines for clarity, reproducibility, and knowledge sharing.



Requirements


Bachelor’s/Master’s degree in Computer Science, AI/ML, Data Science, or a related field.


5+ years of experience in ML/AI, including 3+ years deploying production-grade systems.


Experience contributing to publications (patents, libraries, or peer-reviewed papers) is a plus.


Strong knowledge of machine learning algorithms for classification, clustering, ranking, and anomaly detection.


Proficiency with LLM frameworks and APIs (OpenAI, Hugging Face Transformers, LangChain, LlamaIndex).


Hands-on experience building workflow automation with LLMs and integrating them into applications.


Solid programming skills in Python (experience with PyTorch, TensorFlow, scikit-learn).


Knowledge of NLP tasks (text classification, summarization, embeddings, semantic search).


Experience with recommendation systems or reinforcement learning is a strong plus.


Proven track record of deploying ML/AI models into production environments with scalability in mind.


Familiarity with cloud platforms (AWS, GCP, Azure), containerization (Docker, Kubernetes).


Understanding of MLOps best practices (CI/CD for ML, monitoring, retraining strategies).


Strong problem-solving and analytical mindset.


Excellent communication and teamwork skills.


Ability to work in a fast-paced, evolving startup environment.


Write to me at for more details.

This advertiser has chosen not to accept applicants from your region.

Senior Architect / Manager – Database & System Architecture with 12+ Years of experience

Kochi, Kerala Cydez Technologies

Posted today

Job Viewed

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Job Description

Company Description

Cydez Technologies is a leading IT Digital Transformation and IT Service Management company based in Kochi, Kerala. Specializing in innovative digital solutions, Cydez Technologies empowers businesses to streamline their operations and achieve unparalleled efficiency. With a focus on cutting-edge technology and exceptional service, Cydez Technologies delivers customized IT strategies and robust management solutions to help organizations navigate the complexities of the digital landscape.


Role Description

We are seeking a Senior Architect / Manager with strong expertise in database design, system architecture, and enterprise-grade software development . The ideal candidate will lead technical strategy, ensure architectural integrity, and drive large-scale solution design across multiple business domains.

This role requires a balance of hands-on technical leadership and strategic planning , with the ability to mentor teams, collaborate with cross-functional stakeholders, and deliver robust, scalable systems aligned with business objectives.


Qualifications

  • Architect and Design Systems: Define end-to-end system architecture and ensure scalability, security, and performance across applications.
  • Database Leadership: Design and optimize complex MS SQL Server databases; oversee data modeling, performance tuning, and integration strategies.
  • Technical Governance: Establish best practices for coding, design patterns, and DevOps processes across teams.
  • Cloud & Integration: Drive cloud-native architecture initiatives using AWS (Lambda, ECS, Docker, SQS/SNS) and microservices-based solutions.
  • Project Oversight: Collaborate with project managers and business stakeholders to translate requirements into technical specifications and delivery plans.
  • Team Leadership: Mentor and guide development teams, fostering a collaborative and high-performance culture.
  • Performance Optimization: Identify bottlenecks and propose architecture improvements to enhance reliability and system throughput.
  • Innovation: Evaluate emerging technologies and tools for inclusion in the enterprise architecture roadmap.
Required Skills and Experience
  • 12+ years of experience in software design and development, with at least 5 years in a technical leadership or architecture role .
  • Strong expertise in C#, ASP.NET, .NET Core, Web API, MVC , and Entity Framework .
  • Proven experience in database architecture and management using MS SQL Server , including SSIS and SSRS .
  • Solid understanding of AWS Cloud Services , containerization (Docker ), and microservices design principles.
  • Experience leading cross-functional development teams in agile environments.
  • Strong analytical, problem-solving, and stakeholder communication skills.
  • Proven track record of delivering enterprise-level projects on time and within budget.


This advertiser has chosen not to accept applicants from your region.

Senior Architect / Manager – Database & System Architecture with 12+ Years of experience

Kochi, Kerala Cydez Technologies

Posted today

Job Viewed

Tap Again To Close

Job Description

Company Description

Cydez Technologies is a leading IT Digital Transformation and IT Service Management company based in Kochi, Kerala. Specializing in innovative digital solutions, Cydez Technologies empowers businesses to streamline their operations and achieve unparalleled efficiency. With a focus on cutting-edge technology and exceptional service, Cydez Technologies delivers customized IT strategies and robust management solutions to help organizations navigate the complexities of the digital landscape.


Role Description

We are seeking a Senior Architect / Manager with strong expertise in database design, system architecture, and enterprise-grade software development . The ideal candidate will lead technical strategy, ensure architectural integrity, and drive large-scale solution design across multiple business domains.

This role requires a balance of hands-on technical leadership and strategic planning , with the ability to mentor teams, collaborate with cross-functional stakeholders, and deliver robust, scalable systems aligned with business objectives.


Qualifications

  • Architect and Design Systems: Define end-to-end system architecture and ensure scalability, security, and performance across applications.
  • Database Leadership: Design and optimize complex MS SQL Server databases; oversee data modeling, performance tuning, and integration strategies.
  • Technical Governance: Establish best practices for coding, design patterns, and DevOps processes across teams.
  • Cloud & Integration: Drive cloud-native architecture initiatives using AWS (Lambda, ECS, Docker, SQS/SNS) and microservices-based solutions.
  • Project Oversight: Collaborate with project managers and business stakeholders to translate requirements into technical specifications and delivery plans.
  • Team Leadership: Mentor and guide development teams, fostering a collaborative and high-performance culture.
  • Performance Optimization: Identify bottlenecks and propose architecture improvements to enhance reliability and system throughput.
  • Innovation: Evaluate emerging technologies and tools for inclusion in the enterprise architecture roadmap.
Required Skills and Experience
  • 12+ years of experience in software design and development, with at least 5 years in a technical leadership or architecture role .
  • Strong expertise in C#, ASP.NET, .NET Core, Web API, MVC , and Entity Framework .
  • Proven experience in database architecture and management using MS SQL Server , including SSIS and SSRS .
  • Solid understanding of AWS Cloud Services , containerization (Docker ), and microservices design principles.
  • Experience leading cross-functional development teams in agile environments.
  • Strong analytical, problem-solving, and stakeholder communication skills.
  • Proven track record of delivering enterprise-level projects on time and within budget.


This advertiser has chosen not to accept applicants from your region.

AI Engineer - Cyber Security Start-up - Remote - LLM, MCP, Statistical Rigor, System Design and A...

Ernakulam, Kerala CareerXperts Consulting

Posted 1 day ago

Job Viewed

Tap Again To Close

Job Description

Job Description:


We are seeking a highly skilled and motivated AI Engineer with expertise in large language models (LLMs), AI workflows, and machine learning. This role combines deep technical knowledge in ML/AI with hands-on experience building intelligent, production-ready systems that enhance cybersecurity investigation, prioritization, and response. You will work at the intersection of LLM-driven automation, workflow orchestration, and classical ML models to improve how alerts are prioritized, classified, and contextualized—reducing fatigue and enabling faster, more effective decision-making.


Your work will directly influence the development of agentic AI systems, workflow automation, and recommendation engines within cloud security platform.


Key Responsibilities

LLM Integration & Workflows:

Build, fine-tune, and integrate large language models (LLMs) into existing systems.

Develop agentic workflows for investigation, classification, and automated response in cybersecurity.

Apply techniques like retrieval-augmented generation (RAG), prompt engineering, and fine-tuning for domain-specific tasks.


Machine Learning Development:

Design, implement, and optimize ML models for prioritization, ranking, clustering, anomaly detection, and classification.

Apply both classical forecasting models (AR, ARIMA, SARIMA, ES) and modern architectures (XGBoost, LSTM, DeepAR, N-BEATS, Temporal Fusion Transformer).


Data Preparation & Feature Engineering:

Collect, preprocess, and transform structured and unstructured data (including logs, text, and access patterns).

Engineer features to maximize model interpretability and performance.


Model Training, Evaluation, and Deployment:


Train and evaluate models using rigorous metrics (precision, recall, AUC, F1, etc.).

Optimize hyperparameters and fine-tune LLMs for task-specific improvements.

Deploy ML/LLM models into production at scale with strong monitoring, drift detection, and observability.


Collaboration & Documentation:


Work closely with data scientists, ML engineers, security researchers, and software teams to build end-to-end solutions.


Document models, workflows, and pipelines for clarity, reproducibility, and knowledge sharing.



Requirements


Bachelor’s/Master’s degree in Computer Science, AI/ML, Data Science, or a related field.


5+ years of experience in ML/AI, including 3+ years deploying production-grade systems.


Experience contributing to publications (patents, libraries, or peer-reviewed papers) is a plus.


Strong knowledge of machine learning algorithms for classification, clustering, ranking, and anomaly detection.


Proficiency with LLM frameworks and APIs (OpenAI, Hugging Face Transformers, LangChain, LlamaIndex).


Hands-on experience building workflow automation with LLMs and integrating them into applications.


Solid programming skills in Python (experience with PyTorch, TensorFlow, scikit-learn).


Knowledge of NLP tasks (text classification, summarization, embeddings, semantic search).


Experience with recommendation systems or reinforcement learning is a strong plus.


Proven track record of deploying ML/AI models into production environments with scalability in mind.


Familiarity with cloud platforms (AWS, GCP, Azure), containerization (Docker, Kubernetes).


Understanding of MLOps best practices (CI/CD for ML, monitoring, retraining strategies).


Strong problem-solving and analytical mindset.


Excellent communication and teamwork skills.


Ability to work in a fast-paced, evolving startup environment.


Write to me at for more details.

This advertiser has chosen not to accept applicants from your region.
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