Lead Engineer - AI/ML (Complete Remote)

Kaamfu

Early Applicant

Posted a month ago
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6-8 Years

Noida, India

Job Description

Job Overview

Prospus Consulting Pvt. Ltd. is a fully remote IT consulting company specializing in SaaS solutions. We are looking to hire a highly skilled and experienced Lead AI/ML Engineer to focus on AI-enabling a SaaS application. If you have a passion for innovation and a proven track record in AI/ML software development, we invite you to join our team.

NOTE that our final offer will depend on your verified previous salary and experience. We will not extend an offer to anyone who is unable to produce valid work and salary history documents.

Key Responsibilities

Lead the development and integration of AI/ML capabilities into a SaaS application.
Design, train, fine-tune, and deploy large language models (LLMs) using advanced embedding techniques.
Develop and implement Natural Language Processing (NLP) solutions, including tokenization, attention mechanisms, and sentiment analysis.
Perform tasks such as text summarization, semantic search, and supervised/unsupervised learning.
Optimize AI/ML models using techniques like quantization, pruning, and distillation.
Create and manage searchable vector databases derived from extensive knowledge bases.
Build and deploy intelligent chatbots to enhance user experience.
Collaborate with cross-functional teams to define project requirements and deliver AI-enabled features.
Evaluate model performance using industry-standard metrics and implement improvements as needed.

Required Skills And Experience

6+ years of experience in AI/ML software development.
Hands-on experience with LLM fine-tuning and embedding techniques.
Proficiency in NLP frameworks, tokenization, and attention mechanisms.
Demonstrated expertise in sentiment analysis, text summarization, and semantic search.
Strong knowledge of supervised and unsupervised learning methodologies.
Experience in model distillation and optimization (e.g., quantization, pruning).
Hands-on experience with Hugging Face transformers.
Proficiency in Python for AI/ML applications.
Proven track record of building chatbots and conversational AI systems.
Experience creating searchable vector databases from large knowledge bases.
Expertise in evaluating model performance and using appropriate metrics.

Preferred Qualifications