Staff Data Engineer - Machine Learning @ Netradyne

Job Description

Role and Responsibilities:

You will be embedded within a team of machine learning engineers and data scientists; responsible for building and productizing generative AI and deep learning solutions. You will:

• Design, develop and deploy production ready scalable solutions that utilizes GenAI, Traditional ML models, Data science and ETL pipelines
• Collaborate with cross-functional teams to integrate AI-driven solutions into business operations.
• Build and enhance frameworks for automation, data processing, and model deployment.
• Utilize Gen-AI tools and workflows to improve the efficiency and effectiveness of AI solutions.
• Conduct research and stay updated with the latest advancements in generative AI and related technologies.
• Deliver key product features within cloud analytics.

Requirements:

• B. Tech, M. Tech or PhD in Computer Science, Data Science, Electrical Engineering, Statistics, Maths, Operations Research or related domain.
• Strong programming skills in Python, SQL and solid fundamentals in computer science, particularly in algorithms, data structures, and OOP.
• Experience with building end-to-end solutions on AWS cloud infra.
• Good understanding of internals and schema design for various data stores (RDBMS, Vector databases and NoSQL).
• Experience with Gen-AI tools and workflows, and large language models (LLMs).
• Experience with cloud platforms and deploying models at scale.
• Strong analytical and problem-solving skills with a keen attention to detail.
• Strong knowledge of statistics, probability, and estimation theory.

Desired Skills:

• Familiarity with frameworks such as PyTorch, TensorFlow and Hugging Face.
• Experience with data visualization tools like Tableau, Graphana, Plotly-Dash.
• Exposure to AWS services like Kinesis, SQS, EKS, ASG, lambda etc.
• Expertise in at least one popular Python web-framework (like FastAPI, Django or Flask).
• Exposure to quick prototyping using Streamlit, Gradio, Dash etc.
• Exposure to Big Data processing (Snowflake, Redshift, HDFS, EMR)

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Rs 0 - 50K PM Rs 50K - 1 LPA Rs 1.0 - 1.5 LPA Rs 1.5 - 2.0 LPA Rs 2.0 - 2.5 LPA Rs 2.5 - 3.0 LPA Rs 3.0 - 3.5 LPA Rs 3.5 - 4.0 LPA Rs 4.0 - 4.5 LPA Rs 4.5 - 5.0 LPA Rs 5 - 6 LPA Rs 6 - 7 LPA Rs 7 - 8 LPA Rs 8 - 9 LPA Rs 9 - 10 LPA Rs 10 - 12 LPA Rs 12 - 14 LPA Rs 14 - 16 LPA Rs 16 - 18 LPA Rs 18 - 20 LPA Rs 20 - 22 LPA Rs 22 - 24 LPA Rs 24 - 26 LPA Rs 26 - 28 LPA Rs 28 - 30 LPA Rs 30 - 32 LPA Rs 32 - 34 LPA Rs 34 - 36 LPA Rs 36 - 38 LPA Rs 38 - 40 LPA Rs 40 - 42 LPA Rs 42 - 44 LPA Rs 44 - 46 LPA Rs 46 - 48 LPA Rs 48 - 50 LPA Rs 50 - 75 LPA Rs 75 Lakh - 1C PA Rs 1 Crore+ PA

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Keyskills:   Data Engineering AWS Generative Artificial Intelligence Python Big Data Technologies