Skills

Communication Python SQL CI/CD Docker Kubernetes Monitoring Version Control Scrum A/B Testing Training Architecture Machine Learning PyTorch Scikit-Learn TensorFlow git Azure AWS cloud platforms Agile GCP Data Science Spark NLP

Job Specifications

Key Responsibilities

Design, develop, and deploy scalable machine learning models into production environments
Architect and implement end-to-end ML pipelines (data ingestion → feature engineering → model training → deployment → monitoring)
Build and maintain robust data preprocessing and feature engineering frameworks
Optimize model performance, scalability, and reliability in cloud environments
Implement CI/CD for ML workflows and automate model retraining processes
Collaborate with software engineers to integrate ML solutions into applications and APIs
Conduct A/B testing and evaluate model performance using statistical techniques
Establish monitoring, logging, and alerting mechanisms for deployed ML models
Mentor junior data scientists and review technical architecture decisions
Translate complex business problems into scalable ML solutions

Required Qualifications

6+ years of experience in Data Science / Machine Learning Engineering
Strong proficiency in Python and ML libraries such as Scikit-learn, TensorFlow, PyTorch
Hands-on experience with ML model deployment and MLOps practices
Experience building and maintaining data pipelines using tools like Airflow, Spark, or similar
Strong understanding of software engineering principles and version control (Git)
Experience with REST APIs, Docker, Kubernetes, or containerized deployments
Solid knowledge of SQL and working with large-scale structured & unstructured datasets
Experience working with cloud platforms such as AWS, GCP, or Azure
Deep understanding of statistics, probability, and experimental design

Preferred Qualifications

Experience with LLMs, NLP systems, or Generative AI frameworks
Familiarity with feature stores and model registry tools
Exposure to real-time ML systems and streaming data pipelines
Experience working in Agile/Scrum environments
Strong communication skills with the ability to present technical findings to non-technical stakeholders

About the Company

A progressive staffing and recruiting company dedicated to revolutionizing the recruitment landscape. With our innovative AI-driven platform, we redefine smart recruitment by leveraging advanced technologies to match top-tier talent with leading organizations seamlessly. Our commitment to excellence, personalized approach, and continuous evolution sets us apart as a trusted partner in talent acquisition. At Altak, we bridge the gap between employers and job seekers, creating meaningful connections that drive success for busi... Know more