IN-Senior Associate_ AI/ML Engineer __ Data & Analytics _ Advisory_Mumbai

About the Role: 
We are seeking an experienced Data Scientist (AI/ML) with over 4-8 years of experience specializing in Artificial Intelligence (AI) and Machine Learning (ML) to join our team. This is a position with hybrid work environment, providing flexibility and collaboration opportunities. The successful candidate will play a pivotal role in shaping and leading AI/ML initiatives within our organization. 

Responsibilities: 

Position: AI/ML Engineer / Senior Associate 
Experience: 4-8 Years 
Location: Mumbai 
Type: Full Time 
Certifications: NA 

• Advanced proficiency in Python. 

• 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 frameworksgging 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 architecture  

Required Skills: 

• At least 4+ years of total & relevant experience in AI/ML or a related field.  

• 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 

• Understanding of MLOps practices for model deployment and monitoring 

 Preferred Qualifications: 

• prior experience in industries leveraging AI/ML technologies would be advantageous.  

Mandatory skill sets: 

GenAI / LLM Engineers 

(Python, FastAPI, Microservices, K8s, RAG, VectorDBs) 

 Preferred skill sets:

• AI/ML 

• Machine Learning 

• GEN AI 

• Agentic AI 

Years of experience required: 

Experience: 4-8 Years 
 

Education qualification: 

B.Tech / M.Tech / MCA/MBA