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Python Full Stack Developer (AI/ML PyTorch, TensorFlow, Python, SQL)

IT Solutions

Bedminster, NJ • On-site

Other

Posted yesterday

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Job description

Job Title: Python Full Stack Developer (AI/ML PyTorch, TensorFlow, Python, SQL)

Location: Bedminster, NJ (Day 1 Onsite)
Duration: Contract

Job Summary

We are seeking a highly skilled AI/ML Backend Developer with strong expertise in PyTorch, TensorFlow, Python, and SQL to design, develop, and deploy machine learning solutions. The ideal candidate will have hands-on experience building AI/ML models, strong SQL coding skills, an excellent academic background with a strong GPA, and 1 2 years of U.S. client/project experience.

Required Qualifications

  • Master's, or PhD in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or a related field from an accredited university.
  • Strong GPA with an excellent academic record.
  • 1 2 years of U.S. client/project experience is mandatory.
  • 5+ years of overall software development experience.
  • Strong proficiency in Python programming.
  • Hands-on experience with PyTorch and TensorFlow for developing, training, and deploying deep learning models.
  • Strong SQL coding skills with experience writing complex queries, joins, stored procedures, views, CTEs, and query optimization.
  • Experience developing and consuming RESTful APIs.
  • Knowledge of software development best practices, Git, and Agile/Scrum methodologies.

Key Responsibilities

  • Design, build, train, and deploy AI/ML models using PyTorch and TensorFlow.
  • Develop scalable backend services in Python to support AI/ML applications.
  • Write and optimize complex SQL queries to process and analyze large datasets.
  • Collaborate with data scientists, software engineers, and business stakeholders to deliver AI-driven solutions.
  • Integrate machine learning models into production environments.
  • Perform model evaluation, optimization, and performance tuning.
  • Ensure code quality through unit testing, code reviews, and CI/CD practices.
  • Troubleshoot production issues and improve application performance.

Required Technical Skills

  • Python
  • PyTorch
  • TensorFlow
  • SQL (Advanced coding and optimization)
  • REST APIs
  • Git
  • Linux/Unix
  • Agile/Scrum

Preferred Skills

  • Experience with cloud platforms such as AWS, Azure, or Google Cloud Platform.
  • Knowledge of Docker and Kubernetes.
  • Experience with MLOps tools and model deployment pipelines.
  • Familiarity with LLMs, NLP, or Generative AI is a plus.

Mandatory Screening Criteria

  • Strong hands-on experience with PyTorch.
  • Strong hands-on experience with TensorFlow.
  • Strong SQL coding experience (candidate must explain where SQL was used and demonstrate coding expertise).
  • Strong GPA.
  • 1 2 years of U.S. client experience.
  • Excellent communication and problem-solving skills.

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Frequently asked questions

Q: What skills or qualities help someone succeed as a Full Stack Python Developer?

A: To succeed as a Full Stack Python Developer, key technical skills include proficiency in Python programming language, familiarity with popular frameworks such as Django or Flask, and expertise in databases like MySQL or PostgreSQL. Additionally, soft skills like strong problem-solving abilities, effective communication, and adaptability to new technologies are crucial for collaboration with cross-functional teams and delivering high-quality projects. By combining these technical and soft skills, a Full Stack Python Developer can efficiently design, develop, and deploy scalable web applications, driving career growth and effectiveness in the role.

Q: What is the career path for a Full Stack Python Developer?

A: A Full Stack Python Developer's career path typically begins with entry-level roles such as Junior Python Developer or Python Backend Developer, where they focus on building and maintaining web applications using Python frameworks like Django or Flask. As they gain experience, they can progress to mid-level roles like Senior Python Developer or Technical Lead, where they oversee project development, mentor junior team members, and contribute to technical architecture decisions. Ultimately, senior Full Stack Python Developers can move into leadership positions like Technical Director or Engineering Manager, or transition into specialized roles like DevOps Engineer or Data Scientist, leveraging their Python skills in new and innovative ways.

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