Software Engineer - AI Labs
- Source: Naukri
- Seclore Technology Pvt. Ltd.
- On-site
- Mumbai
- Full-Time
- Mid level
Job Description
Experience: 2-5 Years
Employment Type: Full-Time
Here’s what you will get to explore
AI Model Evaluation & Benchmarking
- Build and execute evaluation pipelines using ground truth datasets.
- Measure model performance using Precision, Recall, F1 Score, and other evaluation metrics.
- Benchmark model and prompt performance across multiple iterations.
- Continuously improve classifier accuracy through structured experimentation.
LLM Prompt Engineering
- Design, develop, and optimize prompts for enterprise-scale classification use cases.
- Perform regression testing to validate prompt quality and consistency.
- Treat prompts as reusable, version-controlled engineering assets.
- Experiment with structured outputs, few-shot prompting, and instruction tuning techniques.
Data Engineering & Classification
- Curate and maintain high-quality labeled datasets for training and evaluation.
- Work with annotation tools to improve data quality using analyst feedback.
- Develop and enhance components within the AI-powered classification pipeline.
- Write clean, scalable, and production-ready Python code.
AI Infrastructure & Deployment
- Support packaging, validation, and deployment of ML models across cloud, self-hosted, and air-gapped environments.
- Contribute to inference infrastructure and deployment automation.
- Collaborate with senior engineers to improve AI platform reliability and scalability.
Collaboration & Innovation
- Work closely with AI researchers, Product Engineering, and Security teams.
- Participate in technical discussions, architecture reviews, and experimentation initiatives.
-
Contribute innovative ideas that enhance the AI capabilities of the ARMOR Platform.
We can see the next Entrepreneur at Seclore if you have
Qualifications - Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
- 23 years of experience in Machine Learning, NLP, AI Engineering, or Software Development.
Machine Learning & NLP
- Strong understanding of NLP concepts including tokenization, embeddings, Named Entity Recognition (NER), and text classification.
- Experience working with Transformer-based models using Hugging Face Transformers or equivalent frameworks.
- Hands-on knowledge of AI evaluation metrics including Precision, Recall, F1 Score, and Confusion Matrix.
- Exposure to evaluation frameworks such as RAGAS, DeepEval, MLflow, or similar tools.
LLM & Prompt Engineering
- Hands-on experience working with Large Language Models using OpenAI, Anthropic, or similar APIs.
- Experience developing prompts using structured outputs, few-shot learning, and instruction-based prompting.
- Working knowledge of LangChain, LangGraph, or equivalent LLM orchestration frameworks.
- Understanding of Retrieval-Augmented Generation (RAG), embeddings, and retrieval concepts.
- Curiosity to investigate prompt failures such as hallucinations, output drift, and instruction-following limitations.
Software Engineering
- Strong Python programming skills with experience writing clean, maintainable, and testable code.
- Familiarity with Git, CI/CD concepts, and collaborative software development practices.
- Ability to develop evaluation scripts, automate testing, and generate structured model evaluation reports.
- Basic understanding of Docker containers and deployment workflows.
Nice to Have
- Knowledge of Vector Databases and similarity search.
- Exposure to model fine-tuning or transfer learning techniques.
- Experience with OCR, Intelligent Document Processing (IDP), or document understanding.
- Understanding of data privacy and compliance standards such as GDPR, DPDP, or PCI DSS.
-
Academic or professional experience in Information Extraction, Document Intelligence, or Applied NLP.
Why do we call Seclorites Entrepreneurs and not Employees
- We empower people to think like owners, challenge conventions, and build innovative solutions.
- You will work on cutting-edge AI problems where experimentation, creativity, and continuous learning are encouraged.
- Receive direct mentorship from experienced AI leaders while working on real-world enterprise AI applications.
- Build AI solutions that protect sensitive information for Fortune 500 organizations across Banking, Healthcare, Defence, Government, and other highly regulated industries.
- At Seclore, your work has a direct impact on how or…
Skills
- benchmark
- Python
- hugging-face
- Transformers
- ml-flow
- mlflow
- LangChain
- LangGraph
- drift
- Docker
- processing-js
- seclore
