Software Developer (Resume Parsing - NLP, ML, OCR)

Bachelor's are

Role Overview:

Key Responsibilities:

System Development & Design

• Develop parsing engines to accurately extract candidate details (contact info, skills, education, work history, projects, achievements).
• Handle diverse file formats (DOCX, PDF, TXT, scanned images).
• Build scalable APIs/services for integration with ATS and job portals.

NLP & Data Processing

• Implement NLP techniques for

  named entity recognition (NER), semantic analysis, and skill extraction

  .
• Apply regex/rule-based methods alongside ML models to handle edge cases.
• Normalize and structure extracted data into formats like JSON/XML for easy consumption.

ML/OCR Integration

• Integrate OCR solutions (Tesseract, AWS Textract, Google Vision) for image-based resumes.
• Train/fine-tune ML/NLP models (SpaCy, Hugging Face Transformers, Scikit-learn) for improved parsing accuracy.
• Continuously enhance parsing models with feedback loops and dataset improvements.

Testing, CI/CD & Deployment

• Ensure high parsing accuracy with automated test suites and validation pipelines.
• Design and manage

  CI/CD pipelines

  (Jenkins, GitHub Actions, GitLab CI, or similar).
• Containerize using

  Docker/Kubernetes

  for scalable deployment.
• Deploy solutions on

  AWS/GCP/Azure

  with monitoring & logging.

Collaboration & Documentation

• Collaborate with product, data, and QA teams for seamless ATS/HRMS integration.
• Write clean, modular, and well-documented code.
• Prepare technical documentation, workflows, and API reference guides.

Key Skills & Competencies :

• Strong programming skills in

  Python

  (preferred) or

  Java/C#

  .
• Experience with

  NLP frameworks

  (SpaCy, NLTK, Hugging Face, BERT/transformers).
• Knowledge of

  resume data structures

  (HR-XML, JSON Resume, etc.).
• Proficiency in

  regex & text preprocessing techniques

  .
• Experience with

  OCR libraries/tools

  .
• Familiarity with

  ML frameworks

  (PyTorch/TensorFlow).
• Database knowledge (

  SQL/NoSQL

  ).
• Strong grasp of

  REST API development

  .

• CI/CD pipelines & cloud deployment desirable /can be learnt

Education & Experience:

B.E/B.Tech /MCA or related field

• 2-5 years of experience

  in software development with a focus on NLP/Resume Parsing/ATS-related applications.
• Prior experience in

  building or working with resume parsers, ATS, or HR tech platforms

  is a strong plus.

Soft Skills

• Analytical mindset with strong attention to detail.
• Ability to handle edge cases across diverse resume formats.
• Team player with strong communication skills.
• Innovative thinker with problem-solving orientation