KOLKATA · FULLTIME
AI Engineer
Beas Consultancy & Services
Kolkata · onsite · Posted 21d ago
Sourced from
Undisclosed5–10 yrsfulltimeKolkata
About a minute. You'll make an account on the way through.
agent · working
- Read this posting0.5s
- Found the form on Naukri · 7 questions to answer1.3s
- Decided the answers for all of them2.6s
- Tailor your résumé to this role
- Waiting for you
Section · 01
About this role
- Years Of Experience: 5+ Years
- Location: Kolkata
- Level: Senior
- Duration: 4 Months
- Vacancy: 1
- Type: Full Time
Key Responsibilities
- Fine-tune and adapt multimodal LLMs (e.g., Qwen-VL, LLaVA, or similar) for domain-specific document understanding.
- Design prompt templates and instruction sets to improve JSON-structured output quality.
- Perform different fine-tuning and incremental learning across multiple datasets to ensure generalization.
- Implement evaluation metrics and validation datasets to track model accuracy and performance.
- Optimize inference performance using quantization, LoRA adapters, and Ray Serve / vLLM / Unsloth frameworks.
- Collaborate with backend teams to integrate the model into production pipelines.
- Build monitoring tools to log model confidence, token usage, and inference latency
Required Skills
- Strong Python programming skills with experience in PyTorch and Transformers (Hugging Face).
- Experience working with OCR tools such as PaddleOCR, Tesseract, or EasyOCR.
- Hands-on experience fine-tuning or serving LLMs / VLMs (e.g., Qwen, LLaVA, Mistral, or Vicuna).
- Knowledge of LoRA / QLoRA / PEFT adapters for efficient model training.
- Familiarity with JSON schema generation, prompt engineering, and structured data extraction.
- Experience using Unsloth, Ray Serve, or vLLM for large-scale inference.
- Comfortable working with Docker, CUDA, and NVIDIA GPUs for model deployment.
- Strong understanding of tokenization, attention mechanisms, and quantization (4-bit / 8-bit )
Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
Sourced from naukri
Section · 02
Skills
data extractionschemaUsageProgrammingTrainingJSONMonitoring ToolsdeploymentBackendPython
Section · Company
About Beas Consultancy & Services
Beas Consultancy & Services
IT Services & Consulting
175
employees
Kolkata
India
₹4.7L PA avg
Avg at Beas Consultancy & Services
About
BEAS Consultancy and Services is an IT company that provides application development, cloud computing, and consulting services.
Industries
IT Services & ConsultingConsulting
Employee ratings
10 reviews
4.3/ 5
Culture
4.2
Career growth
3.8
Work-life
4.0
Employees rate it well for
Job Security44Skill Development44
Find them on