Machine Learning Engineer

4 weeks ago


Gurugram, India ICCS Full time

Role : Machine Learning Engineer

Location : Chandigarh and Gurgaon OR Remote

Shift Timing : 10 AM to 10 PM (Flexible 9 Hour Shift)

Note : This role is not permanent remote, first preference to candidate who can work in hybrid mode in Chandigarh and Gurgaon


Objective :

To develop and maintain AI backed Q& amp; A pipelines aimed at extracting data from documents and generating highly accurate responses using Large Language Models (LLMs)

Responsibilities :

- Use Transformer models like BERT and other LLMs for various NLP use-cases

- Work closely with data engineers to develop and deploy ML pipelines.

- Conduct data exploration and preprocessing, including EDA (Exploratory Data Analysis)

- Implement Natural Language Processing (NLP) techniques for text analysis and response generation.

- Research, evaluate and compare different models for accuracy and performance.

- Conduct experiments to improve the performance and accuracy of models.

- Collaborate with cross-functional teams to integrate the ML models into existing systems.

Must-have Skills :

- Relevant Experience : 4+ yrs in ML (Python), 2+ in NLP and Transformers / BERT / LLM

- Strong fundamentals in classical ML (Certification / Course preferred)

- Strong Python Coding skills - Data Structures, Python collections, ML and data science libraries

- Strong experience with NLP use-cases - Text classification, Summarization, NER, Topic modeling, Text analytics

- Experience with Transformers, BERT, LLMs, HuggingFace, Vector Database (any) - 1+ yr experience, 1+ project

- Experience with EDA - Exploratory Data Analysis

- Excellent problem-solving skills and reasoning ability

- Good communications skills

Good-to-have Skills :

- Experience with any Cloud platform (AWS, Azure, GCP)

- Experience working with GPU clusters (RunPod, Lambda Labs)

- Experience fine-tuning models with PyTorch or TensorFlow

(ref:hirist.tech)
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