18 Aug
|
Altraize
|
Gurugram
Key Responsibilities
Design, develop, and optimize machine learning pipelines using GCP services.
Build scalable data processing workflows for training and deploying ML models.
Develop reusable and productive Python-based modules and components.
Implement data ingestion, transformation, and feature engineering pipelines.
Collaborate with data scientists and product teams to deploy ML models into production.
Work on NLP, OCR, and Generative AI use cases.
Optimize model performance, scalability, and reliability.
Integrate third-party APIs (OpenAI, Gemini, Anthropic) into ML workflows.
Ensure best practices in code quality, testing, and documentation.
Required Skills & Qualifications:
Core Python Fundamentals
Strong understanding of
OOPs Concepts
Functions & Modules
Iterators & Generators
Exception Handling
Decorators
Typing / Dataclasses
Data Structures & Algorithms
Design Patterns
Machine Learning & Data Science
Hands-on experience with:
NumPy, Pandas
Scikit-learn
XGBoost, LightGBM
PyTorch, TensorFlow
MLflow
Matplotlib
Natural Language Processing (NLP & OCR)
Experience with
spaCy,
NLTK
Transformers, Sentence-Transformers
Gensim pytesseract, EasyOCR
Generative AI & Agentic Frameworks
Strong exposure to
LangChain, LangGraph, LlamaIndex
Vector Databases: FAISS / Pinecone
LLM APIs: OpenAI, Anthropic, Google Gemini
Building AI agents using LangGraph
Cloud & Data Engineering
Hands-on experience with Google Cloud Platform (GCP) services
Experience in building data pipelines and ML pipelines
Understanding of distributed systems and scalable architecture
Preferred Skills
Experience with CI/CD pipelines for ML workflows
Knowledge of Docker / Kubernetes
Familiarity with real-time data processing
Experience in production deployment of ML models
Soft Skills
Solid problem-solving and analytical thinking
Good communication and collaboration skills
Ability to work in Agile settings
Nice to Have
Experience in Agentic AI systems and LLM-based applications
Exposure to RAG (Retrieval-Augmented Generation) architectures
📌 Data Engineer, Ahmedabad Gurugram
🏢 Altraize
📍 Gurugram