Gen AI/ML Engineer

Team Geek Solutions; Bengaluru; On-site; INR 3,000,000 - 5,200,000; Full time

Job summary

Team Geek Solutions is seeking a skilled Machine Learning Engineer in Bengaluru to design, develop, and deploy AI models with strong NLP and LLM focus. The role emphasizes Python development and collaboration with data scientists and product teams.

You will work on generative AI solutions, real-time data applications, and ML Ops pipelines, driving model performance and reliability. A solid foundation in ML libraries and software engineering will help you succeed in a fast-paced environment.

Qualifications

• Strong background in NLP, LLMs and Python.
• Experience with AI/ML model deployment and CI/CD.
• Ability to collaborate with cross-functional teams.
• Experience with real-time data and decision-making.

Responsibilities

• Design and deliver high-performance AI models across NLP and vision domains.
• Develop and maintain ML Ops CI/CD pipelines for deployment and monitoring.
• Train, tune, and optimize AI models for performance.
• Build ML/AI apps to automate decision-making and capture knowledge.
• Guide stakeholders on AI/ML needs during strategic discussions.

Skills

NLP

LLMs

Python

Generative AI

Prompt engineering

RAG

Pandas

NumPy

PyTorch

TensorFlow

Keras

BERT

LayoutLM

Distributed ML training

SOLID principles

Software design

Education

Bachelor's degree in Computer Science or related field

5+ years software engineering experience

5+ years ML programming experience

Tools

Pandas

NumPy

PyTorch

TensorFlow

Keras

BERT

LayoutLM

Job description

Job Description

We are seeking a highly skilled Machine Learning Engineer to join our team. The ideal candidate will have a strong background in Natural Language Processing (NLP), Large Language Models (LLMs), and Python programming.

We are seeking a highly skilled Machine Learning Engineer to join our team. The ideal candidate will have a strong background in Natural Language Processing (NLP), Large Language Models (LLMs), and Python programming. You will work closely with data scientists, product managers, and data engineers to design, develop, and deploy high-performance AI/ML models and integrate generative AI solutions into existing workflows.

Your Responsibilities Will Include

• Collaborating with cross-functional teams to design and deliver high-performance AI models, including NLP, computer vision, semantics engines, linguistic analysis, risk management, and time-series prediction models. Integrating generative AI solutions into existing workflow systems.
• Developing and maintaining the ML Operations CI/CD pipeline for seamless deployment and monitoring. Training, tuning, and optimizing AI models and algorithms for enhanced performance.
• Implementing complex real-time data and AI/ML applications to capture knowledge and automate decision-making processes.
• Creating ML/AI models for business teams and establishing metrics to track their accuracy and performance. Overseeing the full lifecycle of algorithm development, from ideation to deployment and monitoring. Evaluating and ranking ML algorithms based on their potential success in solving specific problems.
• Serving as an internal resource for AI/ML needs, providing guidance and insights to stakeholders during strategic discussions.

Required Experience and Skills

• Proficient in generative AI techniques, prompt engineering, and Retrieval-Augmented Generation (RAG) (3+ years).
• Experience with Large Language Models (LLMs) such as OpenAI, Gemini, LLAMA, and other state-of-the-art models (3+ years).
• Expertise in using ML/AI libraries such as Pandas, NumPy, PyTorch, TensorFlow, Keras, BERT, LayoutLM, and traditional ML algorithms (5+ years).
• Experience with distributed ML/AI training libraries/models: Koalas, Horovod, DDP.

Python Programming And Software Engineering

• Expertise in Pythonic clean coding practices, including the use of decorators, generators, and descriptors (5+ years).
• Strong understanding of software design principles such as DRY, OAOO, YAGNI, KIS, EAFP/LBYL, and defensive programming (2+ years).
• Proficient in software design concepts focusing on cohesion and coupling (2+ years). Knowledge of SOLID principles (2+ years).

Education And Experience

• Minimum Bachelor's degree or foreign equivalent in Computer Science, Electrical Engineering, or a closely related field.
• At least 5 years of experience as a software engineer and 5 years of ML-related programming.

Skills:- OpenAI API, Large Language Models (LLM), Retrieval Augmented Generation (RAG) and Python