MLOPS
Responsibilities
- Develop and build scalable components (data processing scripts/ETL using PySpark).
- Integrate various data sources, ensuring data integrity and consistency.
- Troubleshoot tech issues, providing robust solutions to ensure optimal performance, reliability, and cost-effectiveness.
- Document technical specifications, procedures, and outcomes.
- Familiar with Azure DevOps for CI/CD, version control, and other DevOps practices.
- Experience in agile way of working.
- Align with different shareholders to collect requirements and provide solution.
Qualifications
- Bachelor's or higher degree in Computer Science, Engineering, or a related field, or equivalent work experience.
- Knowledge of big data tools and frameworks (Hadoop, Spark) and programming languages (Python) is desired.
- Solid understanding of data structures and algorithms, databases practices.
- Knowledge of data management and data storage principles.
- Willing to improve problem-solving and troubleshooting abilities.
- Excellent written and verbal communication skills.
Good to have
- Knowledge of MLOps tooling (for example, Airflow, MLflow) and Data Science.
- Familiar with best practice in model training, retraining, and monitoring.
Job Summary
We are seeking a Sr. Developer with 8 to 12 years of experience in Analytics Analysis and Design along with expertise in Industry Essentials. The role involves working in a hybrid model with day shifts. The ideal candidate will contribute to the development and enhancement of our systems ensuring they meet the highest standards of performance and reliability.
Responsibilities
- Lead the development and implementation of advanced analytics solutions to support business objectives.
- Oversee the analysis and design of complex systems ensuring they align with industry best practices.
- Provide technical expertise in Industry Essentials to guide project teams and stakeholders.
- Collaborate with cross-functional teams to gather and analyze requirements translating them into technical specifications.
- Develop and maintain high-quality code ensuring it meets performance security and scalability standards.
- Conduct thorough testing and debugging of applications to ensure optimal functionality.
- Mentor and support junior developers fostering a culture of continuous learning and improvement.
- Stay updated with the latest industry trends and technologies incorporating them into development practices.
- Ensure all development activities comply with company policies and regulatory requirements.
- Participate in code reviews providing constructive feedback to peers.
- Document all aspects of the development process ensuring clear and comprehensive records.
- Work closely with project managers to ensure timely delivery of projects within scope and budget.
- Contribute to the continuous improvement of development processes and methodologies.
Qualifications
- Possess strong analytical and problem-solving skills with the ability to design effective solutions.
- Demonstrate expertise in advanced analytics and data analysis techniques.
- Have a deep understanding of system design principles and best practices.
- Show proficiency in programming languages and development tools relevant to the role.
- Exhibit excellent communication and collaboration skills with the ability to work effectively in a hybrid model.
- Display a strong commitment to quality and attention to detail.
- Maintain a proactive approach to learning and professional development.
- Have experience in mentoring and supporting junior team members.
- Understand and apply industry standards and regulatory requirements in development activities.
- Be capable of managing multiple tasks and projects simultaneously.
- Demonstrate the ability to work independently and as part of a team.
- Show a strong track record of delivering high-quality software solutions on time and within budget.
- Possess a relevant certification in analytics or software development.
Certifications Required
Certified Analytics Professional (CAP) Certified Software Development Professional (CSDP)