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3.0 - 7.0 years
0 - 0 Lacs
chennai, tamil nadu
On-site
You are invited to join our team as a Software Engineer specializing in AI/ML tools. With a minimum of 3 to 6 years of experience, you will play a crucial role in transforming natural language data into valuable features using NLP techniques to support classification algorithms. Your responsibilities will include statistical analysis, machine learning methods, and text representation techniques, ensuring the effective design of software architecture. As an ideal candidate, you will have proven experience as an NLP Engineer or in a similar role, along with a deep understanding of NLP techniques for text representation, Information Extraction, semantic extraction techniques, data structures, and modeling. Proficiency in Generative AI, LLM Model, LangChain, and text representation techniques like n-grams, bag of words, sentiment analysis, word embedding, as well as knowledge of deep learning algorithms such as LSTM/GRU/CNN will be essential. You should also have experience with machine learning frameworks like Keras or PyTorch, and libraries such as scikit-learn. The ability to write robust and testable code, coupled with strong analytical and problem-solving skills, will be key to your success in this role. A degree in Computer Science, Mathematics, Computational Linguistics, or a related field is required. If you possess the relevant qualifications and skills in AI/ML, NLP, LLM Model, LangChain, n-grams, LSTM/GRU/CNN, and Keras/PyTorch, we welcome your application. We are an equal opportunity employer and encourage candidates who are on a career break but are passionate about restarting their professional journey to apply. Join us and be a part of a dynamic team that values innovation and excellence.,
Posted 1 month ago
5.0 - 9.0 years
0 Lacs
guwahati, assam
On-site
Understanding of business requirements from the discovered information is crucial for the successful implementation of the project. Collaborating with the AI Architect to select the appropriate LLM Model and its variants for optimal performance and cost efficiency is a key responsibility. It is essential to engage in high-level and low-level designing of the solution in alignment with the architected solution to ensure a robust outcome. Optimizing the design considering various aspects such as performance, security, scalability, portability, and maintainability is necessary for overall success. Close collaboration with the Customer's Program Owner is required to foster a strong partnership between HCLTech and the Customer team. Providing mentoring and comprehensive guidance to the technical team, which comprises a mixed squad from HCLTech, is essential for knowledge transfer and skill development. Assisting the technical team in configuration, customization, and development of target services will contribute to the smooth execution of the project. Additionally, familiarity with Azure/AWS Cloud Architecture, Azure Open AI/AWS Bedrock, Azure/AWS Cognitive Services, Azure Cognitive Search, Azure Data Pipeline on ADF/ADB, Azure Function/AWS Serverless, Azure Cosmos/Vector DB, and Python is advantageous for this role.,
Posted 1 month ago
5.0 - 8.0 years
10 - 15 Lacs
Bengaluru
Hybrid
Job Title: Technology Lead Experience: 5+ Years Notice Period : Immediate Location: Bangalore (Hybrid) Detailed job description - Skill Set: We are looking for a well-versed Gen AI-ML resource who can work on the AWS Sagemaker for LLM Model training and also can perform development using Terraform. Mandatory Skills AWS Sagemaker, Terraform, LLM Model training
Posted 1 month ago
5.0 - 8.0 years
7 - 16 Lacs
Bengaluru
Hybrid
Role & responsibilities AWS Sagemaker, Terraform, LLM Model training Preferred candidate profile
Posted 1 month ago
3.0 - 8.0 years
12 - 22 Lacs
Pune, Bengaluru
Work from Office
Gen AI+AWS Skill-Gen AI,AWS,AI Platform,Python,Tensorflow,Langchain,LLM Model,ML Development, AWS Lambda,AWS Bedrock,Data Extraction Exp-3-9YRS In Gen AI AWS PKG Upto-25LPA Loc- Bang, Pune NP-Imm-30Days Ritika-8587970773 ritikab.imaginators@gmail.com Required Candidate profile Gen AI + AWS Mandatory Skill-Gen AI, AWS,AI Platform, Python, Tensor flow, Lang chain, LLM Model, ML Development, AWS Lambda, AWS Bedrock, AWS AI, Data Extraction, GEN AI Solution, RPA Tool
Posted 2 months ago
4.0 - 9.0 years
12 - 22 Lacs
Pune, Bengaluru
Work from Office
Gen AI+AWS Skill-Gen AI,AWS,AI Platform,Python,Tensorflow,Langchain,LLM Model,ML Development, AWS Lambda,AWS Bedrock,Data Extraction Exp-4-12YRS In Gen AI AWS PKG Upto-25LPA Loc-Bang, Pune NP-Imm-30Days Ritika-8587970773 ritikab.imaginators@gmail.com Required Candidate profile Gen AI + AWS Mandatory Skill-Gen AI, AWS,AI Platform, Python, Tensor flow, Lang chain, LLM Model, ML Development, AWS Lambda, AWS Bedrock, AWS AI, Data Extraction, GEN AI Solution, RPA Tool
Posted 2 months ago
4.0 - 9.0 years
18 - 33 Lacs
Bengaluru
Hybrid
Role Brief: We are seeking a skilled and experienced MLOps Engineer to join our team and drive the operationalization of machine learning models and pipelines at scale. The ideal candidate will be responsible for automating, deploying, monitoring, and maintaining AI/ML solutions. Turning prototypes into robust, customer- ready solutions while mitigating risks like production pipeline failures, will be primary. This role requires expertise in infrastructure management, CI/CD pipelines, cloud services, model orchestration and collaboration with cross- functional teams to ensure seamless deployment into diverse customer environments. Primary Responsibilities: Strategizing and implementing scalable infrastructure for ML or LLM model pipelines using tools like Kubernetes, Docker, and cloud services such as AWS (e.g., AWS Batch, Fargate, Bedrock) Manage auto-scaling mechanisms to handle varying workloads and ensure high availability of RestAPIs Automate CI/CD pipelines and Lambda functions for model testing, deployment, and updates, reducing manual errors and improving efficiency. Amazon SageMaker Pipelines for end-to-end ML workflow automation. Optimize utilizing step-functions Set up reproducible workflows for data preparation, model training, and deployment. Provision and optimize cloud resources (e.g., GPUs, memory) to meet computational demands of large models like those used in RAG systems Use Infrastructure-as-Code (IaC) tools like Terraform to standardize provisioning C deployments Automate retraining workflows to keep models updated as data evolves Work closely with data scientists, ML engineers, and DevOps teams to integrate models into production environments. Implement monitoring tools to track model performance and detect issues like drift or degradation in real- time. Monitoring dashboards with real-time alerts for pipeline failures or performance issues C Implementing Model Observability frameworks. Required Skills: Education Any Engineering (BE/Btech/ME/Mtech) Min 4 years of experience with AWS services such as Lambda, Bedrock, Batch with Fargate, RDS (PostgreSQL), DynamoDB, SQS, CloudWatch, API Gateway, SageMaker Expertise in containerization (Docker C Kubernetes) for consistent deployments C orchestration tools like Airflow, ArgoCD, Kubeflow etc. Experience with CI/CD tools (e.g., Jenkins, GitLab CI/CD) and IaC tools like Terraform Knowledge of ML frameworks (e.g., PyTorch, TensorFlow) to understand model requirements during deployment Experience with RestAPI Frameworks like FastAPIs, Flask Familiarity with model observability like Evidently, NannyML, Phoenix and monitoring tools (Grafana etc)
Posted 2 months ago
1 - 6 years
7 - 14 Lacs
Hyderabad
Work from Office
Position - AI Engineer As an AI Engineer, you will design, implement, and optimize machine learning models and AI systems to solve complex problems. You will work closely with cross-functional teams to integrate AI solutions into our products and services, ensuring scalability and efficiency. Key Responsibilities: Application Development: Design and develop AI-powered applications using state-of-the-art LLM models and generative AI techniques. Implement scalable solutions that integrate LLM-powered tools into existing workflows or standalone products. Model Optimization: Fine-tune pre-trained LLM models to meet specific application requirements. Optimize model performance for real-time and high-throughput environments. LLMOps Implementation: Develop and maintain pipelines for model deployment, monitoring, and retraining. Set up robust systems for model performance monitoring and diagnostics. Ensure reliable operations through analytics and insights into model behavior. Vector Databases and Data Management: Utilize vector databases for efficient storage and retrieval of embeddings. Integrate databases with LLM applications to enhance query and recommendation systems. Collaboration and Innovation: Work closely with cross-functional teams, including product managers, data scientists, and software engineers. Stay up-to-date with advancements in generative AI and LLM technologies to drive innovation. Skills and Experience 3+ years of experience in AI/ML development, with a focus on generative AI and LLMs. Proficiency in programming languages such as Python and frameworks like PyTorch or TensorFlow. Hands-on experience in fine-tuning and deploying LLM models (e.g., GPT, BERT, etc.). Familiarity with LLMOps practices, including pipeline automation, monitoring, and analytics. Experience with vector databases (e.g., Pinecone, Weaviate, or similar). Strong knowledge of natural language processing (NLP) and machine learning principles. You should certainly apply if: Understanding of MLOps principles and cloud platforms (AWS, GCP, Azure). Familiarity with prompt engineering and reinforcement learning from human feedback (RLHF). Experience in building real-time applications powered by generative AI. Knowledge of distributed systems and scalable architectures.
Posted 3 months ago
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