Indore, Madhya Pradesh, India
Information Technology
Full-Time
TechnoComp Computer Services Pvt. Ltd.
Overview
Description
JOB RESPONSIBILITY :
JOB RESPONSIBILITY :
- Collaborate with cross-functional teams, including data scientists and product managers, to acquire, process, and manage data for AI/ML model integration and optimization.
- Design and implement robust, scalable, and enterprise-grade data pipelines to support state-of-the-art AI/ML models.
- Debug, optimize, and enhance machine learning models, ensuring quality assurance and performance improvements.
- Operate container orchestration platforms like Kubernetes, with advanced configurations and service mesh implementations, for scalable ML workload deployments.
- Design and build scalable LLM inference architectures, employing GPU memory optimization techniques and model quantization for efficient deployment.
- Engage in advanced prompt engineering and fine-tuning of large language models (LLMs), focusing on semantic retrieval and chatbot development.
- Document model architectures, hyperparameter optimization experiments, and validation results using version control and experiment tracking tools like MLflow or DVC.
- Research and implement cutting-edge LLM optimization techniques, such as quantization and knowledge distillation, ensuring efficient model performance and reduced computational costs.
- Collaborate closely with stakeholders to develop innovative and effective natural language processing solutions, specializing in text classification, sentiment analysis, and topic modeling.
- Stay up-to-date with industry trends and advancements in AI technologies, integrating new methodologies and frameworks to continually enhance the AI engineering function.
- Contribute to creating specialized AI solutions in healthcare, leveraging domain-specific knowledge for task adaptation and :
- Minimum education: Bachelors degree in any Engineering Stream
- Specialized training, certifications, and/or other special requirements: Nice to have
- Preferred education: Computer : Minimum relevant experience - 4+ years in AI AND COMPETENCIES Skills :
- Advanced proficiency in Python with expertise in data science libraries (NumPy, Pandas, scikit-learn) and deep learning frameworks (PyTorch, TensorFlow)
- Extensive experience with LLM frameworks (Hugging Face Transformers, LangChain) and prompt engineering techniques
- Experience with big data processing using Spark for large-scale data analytics
- Version control and experiment tracking using Git and MLflow
- Software Engineering & Development: Advanced proficiency in Python, familiarity with Go or Rust, expertise in microservices, test-driven development, and concurrency processing.
- DevOps & Infrastructure: Experience with Infrastructure as Code (Terraform, CloudFormation), CI/CD pipelines (GitHub Actions, Jenkins), and container orchestration (Kubernetes) with Helm and service mesh implementations.
- LLM Infrastructure & Deployment: Proficiency in LLM serving platforms such as vLLM and FastAPI, model quantization techniques, and vector database management.
- MLOps & Deployment: Utilization of containerization strategies for ML workloads, experience with model serving tools like TorchServe or TF Serving, and automated model retraining.
- Cloud & Infrastructure: Strong grasp of advanced cloud services (AWS, GCP, Azure) and network security for ML systems.
- LLM Project Experience: Expertise in developing chatbots, recommendation systems, translation services, and optimizing LLMs for performance and security.
- General Skills: Python, SQL, knowledge of machine learning frameworks (Hugging Face, TensorFlow, PyTorch), and experience with cloud platforms like AWS or GCP.
- Experience in creating LLD for the provided architecture.
- Experience working in microservices based Expertise :
- Strong mathematical foundation in statistics, probability, linear algebra, and optimization
- Deep understanding of ML and LLM development lifecycle, including fine-tuning and evaluation
- Expertise in feature engineering, embedding optimization, and dimensionality reduction
- Advanced knowledge of A/B testing, experimental design, and statistical hypothesis testing
- Experience with RAG systems, vector databases, and semantic search implementation
- Proficiency in LLM optimization techniques including quantization and knowledge distillation
- Understanding of MLOps practices for model deployment and Competencies :
- Strong analytical thinking with ability to solve complex ML challenges
- Excellent communication skills for presenting technical findings to diverse audiences
- Experience translating business requirements into data science solutions
- Project management skills for coordinating ML experiments and deployments
- Strong collaboration abilities for working with cross-functional teams
- Dedication to staying current with latest ML research and best practices
- Ability to mentor and share knowledge with team members
Similar Jobs
View All
1 Day ago
Software Engineer - Backend Development
Information Technology
- Indore, Madhya Pradesh, India
Job Title : Software Engineer BackendLocation : Bengaluru, IndiaPosition Summary : We are looking for an experienced Software Engineer Backend with expertise in Python, object-oriented programming, Django, and Node.js. The ideal candidate should als...
1 Day ago
Python Full Stack Developer in Hyderabad
Information Technology
- Indore, Madhya Pradesh, India
Key Responsibilities Write reusable, testable, and efficient code Design and implement low-latency, high-availability, and performant applications Integrate user-facing elements developed by front-end developers with server-side logic Implement ...
1 Day ago
Studio Diseno Innovative - Senior Business Analyst
Information Technology
- Indore, Madhya Pradesh, India
Job DescriptionThe impact that you will be makingThe role would require you to give end-to-end support to the product development and analytics services teams and maintain a strong relationship with our clients.What Lands You In This Role 3-6 years...
1 Day ago
Technical Project Manager - Full Stack Development
Information Technology
- Indore, Madhya Pradesh, India
Job Title : Full Stack ( With (Technical Project Manager)Location : Bengaluru, IndiaExperience : 7-8 yearsRole OverviewWe are looking for a proactive and technically strong Technical Project Manager (TPM) to drive the successful delivery of cloud-na...
1 Day ago
Nihilent Technologies - Data Architect - ETL Platform
Information Technology
- Indore, Madhya Pradesh, India
Designation : Data Architect.Location : Pune.Experience : 10-15 years.Job DescriptionRole & Responsibilities : The architect should have experience in architecting large scale analytics solutions using native services such as Azure Synapse, Data La...
1 Day ago
Interesting Job Opportunity: Full Stack Developer - .Net/AngularJS
Information Technology
- Indore, Madhya Pradesh, India
Job DescriptionWe are seeking an experienced and .NET full stack Developer with 3 to 6 years of hands-on development experience to join our growing team. The ideal candidate will be a skilled software engineer who can drive the development of .NET C...
1 Day ago
Studio Diseno Innovative - Java Software Engineer - Spring/Microservices Architecture
Information Technology
- Indore, Madhya Pradesh, India
Job DescriptionResponsibilities : Understand project requirements and translate them into technical solutions. Develop and maintain Java-based applications with a focus on efficiency, reliability, and scalability. Utilize Core Java, JSP, and Serv...
1 Day ago
Data Engineer - Spark/Apache Flink
Information Technology
- Indore, Madhya Pradesh, India
Required Skills Proficiency in multiple programming languages ideally Python Proficiency in at least one cluster computing frameworks (preferably Spark, alternatively Flink or Storm) Proficiency in at least one cloud data lakehouse platforms (pre...
Talk to us
Feel free to call, email, or hit us up on our social media accounts.
Email
info@antaltechjobs.in