Key Deliverables
AI/ML Engineer I
Cleaned, annotated, and pre-processed datasets for supervised learning models
Simple machine learning models (e.g., logistic regression, decision trees) implemented under guidance
Exploratory data analysis reports
Jupyter notebooks documenting model experiments
Unit-tested ML scripts
Essential Duties and Responsibilities (All Levels):
Assist in data cleaning, feature engineering, testing basic ML models, write and debug simple scripts
Develop ML modules, assist in deployment, support data pipelines, contribute to documentation and unit testing
Support data preparation, model training under guidance, debug code, attend knowledge sessions
Develop and maintain smaller AI modules (e.g., anomaly detection), assist in deployments, write technical documentation
Lead development of scalable ML models, integrate into ITSM systems, ensure compliance and performance metricsArchitect end-to-end AI platforms, oversee cross-domain projects (e.g., NLP for service desk, CV for asset tracking)
Education and/or Work Experience Requirements:
Minimum Requirements:




Bachelor’s degree in Computer Science,Data Science, IT, or a related field.Master’s preferred or equivalent experience for senior levels
Preferred Certifications (All Levels):
Google Cloud Professional Machine Learning Engineer
AWS Certified Machine Learning – Specialty
Microsoft Certified: Azure AI Engineer Associate
TensorFlow Developer Certificate
Databricks Certified Machine Learning Skilled
Kubernetes or Docker certification for MLOps roles
Knowledge, Skills & Abilities (KSAs):
Machine Learning techniques (regression, classification, clustering)
Deep Learning architectures (CNNs, RNNs, Transformers, LLMs)
NLP (tokenization, BERT, prompt engineering)
Big Data fundamentals (Spark, Hadoop)
Model interpretability, ethics in AI, bias detection
Cloud-native AI services (AWS Sagemaker, GCP Vertex AI, Azure ML)
Data governance, security, and ethical AI practices
Programming: Python, Apps Sc

📌 AI/ML Engineer I (Hyderabad)
🏢 Astreya
📍 Hyderabad