Senior Data Analyst

4 weeks ago

Hyderabad, Telangana, India People Tech Group Careers Full time
Data Scientist

Key Responsibilities:

  • Data Analysis and Modeling: Use Python, SQL, and related tools to design, build, and deploy machine learning and deep learning models addressing business challenges.
  • Natural Language Processing: Apply advanced NLP techniques with libraries like SpaCy, NLTK, and Transformers for tasks like text classification, sentiment analysis, and named entity recognition.
  • Computer Vision: Implement computer vision solutions analyzing and interpreting visual data.
  • Data Visualization: Create visualizations and dashboards to effectively communicate insights using tools like Matplotlib and Seaborn.
  • MLOps: Develop and manage MLOps pipelines for model deployment and monitoring using AWS, Docker, and FastAPI.
  • Generative AI and RAG: Work on generative AI models and retrieval-augmented generation (RAG) techniques, leveraging frameworks such as LangChain and Hugging Face.
  • Vector Databases and Multi-Model Approaches: Utilize vector databases and multi-vector methods to enhance retrieval and similarity tasks.
  • Knowledge Graphs and Advanced RAG: Incorporate knowledge graphs and advanced RAG strategies for improved data retrieval and information extraction.
  • Collaboration: Work with product managers, engineers, and other stakeholders to convert business requirements into technical solutions.
  • Communication: Communicate findings clearly to both technical and non-technical audiences.


Basic Qualifications:

  • Bachelor's degree in Computer Science, Data Science, or a related field.
  • 3-6 years of professional experience in data science or a similar role.
  • Proficiency in Python and SQL.
  • Solid experience with machine learning and deep learning frameworks (e.g., TensorFlow, PyTorch).
  • Experience with NLP techniques and tools (e.g., SpaCy, NLTK).
  • Hands-on experience in data visualization and interpretation.
  • Basic understanding of MLOps practices and tools (e.g., AWS, Docker).
  • Familiarity with generative AI models and RAG techniques.
  • Knowledge of vector databases and multi-vector approaches.
  • Ability to work effectively in a collaborative team environment.


Required Qualifications:

  • Strong experience in developing and deploying machine learning models.
  • Proficiency in implementing advanced NLP techniques.
  • Hands-on experience with computer vision applications.
  • Demonstrated ability to create insightful data visualizations.
  • Practical experience with MLOps, including deploying models using cloud platforms like AWS and containerization tools like Docker.
  • Experience with generative AI and RAG frameworks, including LangChain and Hugging Face.
  • Understanding of knowledge graphs and advanced RAG methodologies.


What We Offer:

  • A challenging role in a collaborative environment.
  • Ongoing training and professional development opportunities.
  • A competitive salary and benefits package.


How to Apply:

Please submit your application, including your resume and a cover letter, to [insert contact information].



People Tech Group Careers is an equal opportunities employer and welcomes applications from all qualified candidates.



Language:

English



Job Type:

Full-time



Salary:

Competitive



Benefits:

  • Health insurance
  • Dental insurance
  • Vision insurance
  • Retirement plan
  • Stock options


Work Environment:

Our offices are located in [insert location].



Job Description:

This job description is a summary of the main responsibilities and requirements for the position.



Preferred Qualifications:

  • Possession of a Master's degree in a relevant field.
  • Experience with cloud platforms and containerization tools.
  • Knowledge of knowledge graphs and advanced RAG methodologies.


What We Are Looking For:

We are looking for a highly skilled and motivated individual to join our team as a Data Scientist.



How to Apply:

Please submit your application, including your resume and a cover letter, to [insert contact information].



Contact Information:

Email: [insert email]



Company Overview:

People Tech Group Careers is a leading provider of technology solutions.



About Us:

We are a dynamic and innovative company.



Our Mission:

To provide exceptional technology solutions to our clients.



Our Values:

  • Integrity
  • Excellence
  • Innovation
  • Collaboration
  • Customer satisfaction

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