Senior AI / ML Engineer
Freelancer RecruiterAhmedabad20 hours ago
Job descriptionREST API : Host the AI / ML model through Django REST API. Cloud : Familiarity with tools such as AWS EC2, Lambda and S3. Data security concepts such as IAM authentication. Version Tracking : Code and Data version tracking through GitHub / Gitlab. Code Development : Strictly follow the principle of Modularity, code-readability and code-transferability. Documentation : Documenting the progress in a comprehensible way to assist future references. Data Pipelines : Develop modular and efficient ETL (Extract Load and Transform Pipelines). Orchestrate the pipelines through tools such as Dagster / Airflow. Ability to handle both structured and unstructured data. Data Warehousing : Normalization / Denormalization, Partitioning. Data storage and querying techniques to avoid any memory issues. Data Visualization : Develop data UI applications using Django. Familiarity with tools such as PowerBI, Tableau. Data Analysis : Tabular data analysis through SQL, Pandas, Polars etc. Predictive Analysis : Develop machine learning predictive models using Scikit-learn, Scipy etc. Big Data Processing : Familiarity with big data frameworks such as Apache spark / Pyspark. Bachelors / masters degree in computer science, Data Science, Statistics, Engineering, or a related field. 2-5 years of experience in data science, engineering, and visualization. Strong experience in data analytics, AI / ML, and business intelligence tools.
Description :
Key Responsibilities :
Machine Learning / Artificial Intelligence :
- Computer Vision : Image processing, Morphological transformations. Familiarity with Object detection / classification / tracking. Knowledge of Optical character recognition, relevant tools include Tesseract, easyOCR.
- AI model development : Knowledge of deep learning frameworks such as TensorFlow and Pytorch.
- Tool Knowledge : Familiarity with popular open-source AI frameworks such as OpenAI and Microsoft CoPilot.
Software Deployment :
Data Engineering (Good to have but not necessary) :
Ideal Candidate Profile :
Qualifications & Experience :
(ref : hirist.tech)
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Senior Engineer • Ahmedabad
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