Hyderabad, Telangana, India
Information Technology
Full-Time
iProPal IT Freelance Platform
Overview
We are seeking an experienced and highly motivated Machine Learning Engineer to join our team. In this role, you will be designing, developing, and deploying exciting AI solutions. This role involves building complex systems in machine learning pipelines in a high-velocity environment. A minimum of moderate back-end systems development experience is required. If you have both of these and are passionate about building impactful products, please apply.
Responsibilities
Responsibilities
- Design, develop, and implement machine learning and AI-driven features into production.
- Develop and optimize data pipelines for data collection, processing, feature extraction, and analysis.
- Research, implement, evaluate, and productionize state-of-the-art machine learning and deep learning models, including Transformers LoRa adapters.
- Lead and contribute to initiatives involving Large Language Models (LLMs), including evaluating open models (like Deepseek, LLAMA), prompt engineering, fine-tuning, custom training, and developing AI-assisted sorting and re-ranking systems.
- Design and implement effective data structuring, context-aware chunking, and embedding strategies to enhance RAG performance and accuracy.
- Collaborate closely with product managers, software engineers, and other stakeholders to understand requirements and translate them into technical solutions.
- Stay informed of the latest developments in AI, machine learning, deep learning, and back-end technologies.
- Potentially contribute to and maintain open-source projects relevant to our work.
- Bachelor's degree in Computer Science, Information Technology, or equivalent.
- Minimum of 3 years of professional experience combining back-end software engineering and applied Artificial Intelligence/Machine Learning.
- Proven track record of successfully developing AI/ML models and systems into production.
- Strong programming skills in Python and experience with FastAPI, PostgreSQL, and peewee.
- Hands-on experience with PyTorch.
- Solid theoretical understanding and practical experience with core ML/DL concepts and architectures (e. g., Neural networks, RNNs/LSTMs, Transformers).
- Demonstrable experience working with Large Language Models (LLMs) and techniques like prompt engineering; experience with RAG and AI-assisted sorting and re-ranking is highly desirable.
- Excellent problem-solving, analytical, and research skills.
- Ability to work independently and lead initiatives within a fast-paced environment.
- Experience with additional programming languages like JavaScript, TypeScript.
- Experience with VueJS 3
- Experience with AWS.
- Experience in building microservices with FastAPI, PostgreSQL (peewee), and Apache ActiveMQ.
- Deployment experience with Docker and Docker Compose.
- Have written nontrivial blog articles on complex topics.
Similar Jobs
View All
Talk to us
Feel free to call, email, or hit us up on our social media accounts.
Email
info@antaltechjobs.in