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195 Sutherland Global Services Jobs

Full-Stack Python Developer with Real-Time Data Ingestion and Machine

3-6 years

Hyderabad / Secunderabad, Chennai

1 vacancy

Full-Stack Python Developer with Real-Time Data Ingestion and Machine

Sutherland Global Services

posted 10d ago

Job Role Insights

Flexible timing

Job Description

Full-Stack Python Developer with Real-Time Data Ingestion and Machine Learning Experience


Job Summary:

Full-Stack Python Developer with expertise in machine learning, real-time data ingestion, and web development to build a solution that processes, analyzes, and predicts outcomes based telemetry and log data. The ideal candidate should have experience with data streaming, Python, Flask, and machine learning, and be comfortable designing data ingestion pipelines for telemetry and log data.


Responsibilities:

Real-Time Data Ingestion:

  • Build robust pipelines to automatically ingest logs and telemetry data from multiple sources.
  • Set up real-time or near-real-time data streaming using tools like Apache Kafka, AWS Kinesis, or custom solutions.
  • Clean, preprocess, and transform incoming data for analysis and prediction.

Machine Learning Model Development:

  • Design and train machine learning models to perform predictions on critical metrics.
  • Use libraries such as scikit-learn, TensorFlow, or PyTorch to optimize models and implement automated model retraining as new data is ingested.

Web Interface Development:

  • Develop a user-friendly interface with Flask for both file uploads and real-time data ingestion.
  • Enable the interface to handle manual CSV uploads for batch predictions and create endpoints for real-time prediction results.
  • Add dashboards or visual elements to display alerts, notifications, and real-time data insights.

Optimize and Maintain Codebase:

  • Write clean, efficient, and scalable code.
  • Implement logging, error handling, and monitoring within data ingestion pipelines.
  • Apply security best practices to handle sensitive log and telemetry data.

Requirements:

  • Python: Strong experience with Python and libraries like pandas, numpy, joblib, and scikit-learn.
  • Real-Time Data Ingestion: Proficiency in tools such as Apache Kafka, AWS Kinesis, Google Pub/Sub, or similar.
  • Machine Learning: Experience with scikit-learn, TensorFlow, or similar libraries for model building and optimization.
  • Flask and Web Development: Ability to develop interactive HTML interfaces.
  • Data Processing: Skilled in data cleaning, manipulation, and handling structured and unstructured data from logs and telemetry.

Preferred Experience:

  • Cloud Services: Familiarity with cloud platforms (AWS, GCP, Azure) for deploying and scaling applications.
  • Database Management: Experience with SQL or NoSQL databases for storing processed data.
  • Data Streaming Frameworks: Knowledge of Spark Streaming or Apache Flink for high-volume data processing.
  • Deployment Tools: Experience with Docker, Kubernetes, or similar tools for deploying applications.
  • Security Best Practices: Knowledge of security standards for handling log and telemetry data.

Attributes:

  • Problem Solver: Ability to troubleshoot and optimize data ingestion pipelines and machine learning models.
  • Autonomous Worker: Comfortable managing tasks independently, with a focus on accuracy and quality.
  • Real-Time Mindset: Skilled at designing solutions for responsive data processing and analysis.


Employment Type: Full Time, Permanent

Read full job description

Prepare for Python Developer roles with real interview advice

Top Sutherland Global Services Python Developer Interview Questions

Q1. What will you do if you were given 1 millions in amount in your hand. How will you spend it?
Q2. How to find issues in Ram related to trouble shooting
Q3. Your preferred game and how to play it
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What people at Sutherland Global Services are saying

Python Developer salary at Sutherland Global Services

reported by 3 employees
₹4 L/yr - ₹15 L/yr
61% more than the average Python Developer Salary in India
View more details

What Sutherland Global Services employees are saying about work life

based on 7k employees
62%
50%
65%
54%
Flexible timing
Rotational Shift
No travel
Day Shift
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Sutherland Global Services Benefits

Submitted by Company
Worklife Balance
Perks & Bonuses
Employees Allowance
Paid Vacation
Food Vouchers
Health insurance
Submitted by Employees
Free Transport
Cafeteria
Job Training
Health Insurance
Team Outings
Soft Skill Training +6 more
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Sutherland Global Services Hyderabad / Secunderabad Office Location

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Hyderabad / Secunderabad, Telangana Office
DivyaSree TechRidge, Block P2, (North Wing) 7th Floor, Manikonda, Hyderabad 500089, India Hyderabad / Secunderabad, Telangana
500089

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