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24 Apps Associates Jobs

Data Scientist

5-10 years

Gurgaon / Gurugram

Data Scientist

Apps Associates

posted 5d ago

Job Role Insights

Flexible timing

Job Description

Data Scientist

Skills:

  • 5+ years of experience in data science and machine learning, focusing on recommendation systems and NLP.
  • Strong proficiency in Python (Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch) for ML development.
  • Experience with NLP techniques such as embeddings, transformers, topic modeling, and named entity recognition.
  • Hands-on experience with ML model deployment and MLOps practices using AWS SageMaker, Lambda, and Step Functions.
  • Proficiency in working with large-scale datasets, SQL/NoSQL databases, and data processing frameworks.
  • Strong knowledge of feature engineering, model evaluation, and hyperparameter tuning.
  • Familiarity with vector search technologies (e.g., Amazon OpenSearch).
  • Experience with API development for serving ML models using Flask, FastAPI, or AWS API Gateway.
  • Ability to work in an Agile environment and collaborate with cross-functional teams.
  • Excellent problem-solving and analytical skills with the ability to translate business requirements into ML solutions

Key Responsibilities:

  • Design, develop, and optimize ML models for expert and expertise recommendation using state-of-the-art techniques.
  • Implement Natural Language Processing (NLP) algorithms for entity recognition, topic modeling, and semantic search.
  • Develop and maintain ML pipelines for model training, evaluation, deployment, and monitoring in AWS.
  • Work with structured and unstructured data, performing feature engineering and data preprocessing to improve model accuracy.
  • Deploy and manage ML models using AWS SageMaker, Lambda, Step Functions, and API Gateway.
  • Collaborate with data engineers and software developers to integrate ML models into production applications.
  • Implement A/B testing and model performance evaluation metrics to ensure optimal model effectiveness.
  • Optimize ML models for scalability, performance, and cost-efficiency in a cloud environment.
  • Ensure ML solutions adhere to security, privacy, and compliance best practices.
  • Stay up to date with emerging trends in ML, AI, and data science, continuously improving models and methodologies

Employment Type: Full Time, Permanent

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What people at Apps Associates are saying

What Apps Associates employees are saying about work life

based on 159 employees
77%
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66%
87%
Flexible timing
Monday to Friday
No travel
Day Shift
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Apps Associates Benefits

Work From Home
Free Transport
Health Insurance
Soft Skill Training
Job Training
Team Outings +6 more
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