Overview
Skills
Job Details
Need Locals to Reston, VA, USA
Job Description:
Python Development:
Design, develop, and maintain Python-based applications and tools.
Write clean, efficient, and reusable code while adhering to best practices.
Integrate third-party APIs and libraries as needed.
Perform code reviews, testing, debugging, and optimization.
2. Generative AI Development:
Develop and fine-tune generative AI models using frameworks like TensorFlow, PyTorch, or Hugging Face.
Implement machine learning algorithms and deploy AI-powered solutions for specific business requirements.
Research and experiment with state-of-the-art generative AI techniques (e.g., GPT, Stable Diffusion, Transformers).
Build custom AI models and pipelines to address domain-specific challenges.
3. Collaboration:
Work closely with data scientists, engineers, and stakeholders to understand project requirements and deliver solutions.
Collaborate with UI/UX teams to integrate AI models into applications.
Participate in Agile workflows, including daily stand-ups, sprint planning, and retrospectives.
4. Deployment & Maintenance:
Deploy AI solutions on cloud platforms like AWS, Azure, or Google Cloud.
Monitor system performance and optimize scalability and reliability.
Troubleshoot issues in production and implement fixes.
5. Documentation:
Create comprehensive documentation for AI models, tools, and code.
Provide guidelines for users and teams for seamless integration and usage.
6. L3 Support:
Investigate, diagnose, and resolve advanced issues related to GenAI solutions,
Provide root cause analysis (RCA) for production incidents and ensure quick turnaround for issue resolution.
Collaborate with L1/L2 teams and developers to troubleshoot and resolve complex problems.
Development and Automation:
Develop, test, and deploy Python-based scripts, applications, and workflows.
Automate routine tasks and implement monitoring tools to ensure system reliability.
AWS Cloud Management:
Design, implement, and maintain cloud-native solutions on AWS (e.g., Lambda, S3, EC2, SageMaker,EMR,Redshift etc.).
Optimize AWS services for cost efficiency and performance.
Required Skills and Qualifications
Technical Skills:
Strong proficiency in Python programming and frameworks (e.g., Flask, FastAPI, Django).
Hands-on experience with AWS services (e.g., Lambda, S3, EC2, IAM, CloudFormation).
Experience with GenAI tools (e.g., OpenAI, Hugging Face, or custom LLMs).
Knowledge of DevOps tools like Docker, Kubernetes, and CI/CD pipelines.
Familiarity with RESTful APIs and integration of AI/ML solutions.
Strong debugging and problem-solving skills in production environments.
Soft Skills:
Excellent communication and collaboration skills.
Ability to work in a fast-paced environment and manage competing priorities.
Education and Experience:
Bachelor s degree in Computer Science, Engineering, or a related field.
10+ years of experience in software development, with 5+ years in AWS and AI/ML technologies.
Preferred Skills
Certification in AWS (e.g., AWS Certified Solutions Architect or Developer).
Certification in AI/ML or cloud technologies (e.g., AWS Certified Machine Learning).