Division               Management Services, Integrated Solutions             Location              Cape Town, Pretoria, Johannesburg, Durban &amp; Bloemfontein REPORTS TOSection Manager or any other person appointed to supervisePRIMARY POSITION PURPOSE Responsible for designing and developing software applications as well as co-ordinating with the rest of the team on different layers of infrastructure.KEY RESPONSIBILITIES <ul><li>Set up and maintain AI development and production infrastructure</li><li>Build data ingestion and transformation pipelines</li><li>Deploy AI models to production environments</li><li>Create APIs to make ML models accessible to other applications</li><li>Automate infrastructure for Data Science team use</li><li>Build AI models from scratch aligned with business needs</li><li>Optimize classifiers using advanced ML techniques</li><li>Develop minimum viable products (MVPs) based on ML methods</li><li>Create automated anomaly detection systems with performance monitoring</li><li>Test models thoroughly before deployment</li><li>Process, cleanse and verify data integrity for analysis</li><li>Enhance data collection procedures for building analytics systems</li><li>Extend company data with third-party sources when needed</li><li>Perform data mining using state-of-the-art methods</li><li>Enable process automation through machine learning</li></ul>Business Support &amp; Innovation<h2></h2><ul><li>Help product managers and stakeholders understand AI capabilities and limitations</li><li>Translate model results into actionable business insights</li><li>Create visualizations and interactive reports using BI/analytics tools</li><li>Perform ad-hoc analysis with clear result presentation</li><li>Enable novel business capabilities through AI applications</li><li>Stay current with latest AI research relevant to business domain</li><li>Identify opportunities to implement emerging AI technologies</li><li>Develop innovative solutions that enhance business operations</li><li>Work independently as well as part of a team</li><li>Alignment with company vision, goals and values</li><li>Proficient in Python, with a good knowledge of its ecosystems</li><li>Demonstrated understanding of object-oriented programming</li><li>Familiarity and proficiency in database knowledge and understanding, including MSSQL and PostGIS</li></ul>RECOMMENDED QUALIFICATIONS, SKILLS AND EXPERIENCE  <ul><li>Bachelor's degree in a relevant field such as Data Science, Computer Science, Statistics, Mathematics, or a related discipline.</li><li>Minimum 3+ years of relevant professional experience</li><li>Experience in engineering and geospatial domains (preferred)</li><li>Proven track record implementing AI/ML solutions</li><li>Strong foundation in object-oriented programming</li><li>Proficiency in statistical programming languages in Python,</li><li>Experience building AI models using frameworks like PyTorch and Keras</li><li>Knowledge of web services and API development</li><li>Database expertise with Microsoft SQL Server and PostgreSQL</li><li>Ability to write stored procedures, views, functions, and triggers</li><li>Demonstrated commitment to AI learning through self-directed initiatives (courses, books, side projects)</li><li>Evidence of staying current with emerging AI technologies and methodologies</li></ul>We are proud of the brilliant minds we have at SMEC and are committed to ensuring that our people have the best opportunities and resources to learn, grow and succeed. Our hiring decisions are guided by skills, qualifications and experience, ensuring fair and equitable access to opportunities for all. We are intentional about diversity, equity, inclusion, and belonging, not as a requirement, but as a fundamental part of who we are. We strive to create a workplace where diverse backgrounds and perspectives are embraced, fresh ideas are encouraged, and everyone has the support they need to thrive. At SMEC, every individual has a voice, and through our commitment to engineering positive change, every contribution makes a difference.At Surbana Jurong, we put talent, hard work, teamwork and a fun workplace together to approach problems and solve them creatively and collaboratively. Join us in making a positive impact on the world!

SMEC is a global engineering, management and development consultancy with a 70-year history of delivering advanced solutions on a global scale across urban development, infrastructure and management services industries. We are specialists in providing design leadership, consulting and advisory expertise across the roads and highways, rail and metro, aviation, hydropower and renewable energy sectors. SMEC has a long and proud history which dates back to Australia&rsquo;s iconic Snowy Mountains Hydroelectric Scheme in 1949, one of the largest and most complex hydroelectric schemes in the world. Joining the Surbana Jurong Group in 2016, SMEC is part of a family of specialists. We are committed to delivering sustainable solutions that help to connect, move and power people and communities. For the latest news, visit our newsroom www.smec.com/newsroom or read about the innovations and solutions shaping our communities on our Infocus blog www.smec.com/infocus. At SMEC, our global workforce is made up of experts who bring unique talent, experience and passion to their fields. We offer a rewarding career path for enthusiastic and collaborative achievers who are motivated to make a difference. For more information or to view current vacancies visit www.smec.com/careers.

AI Data & Software Developer

Division &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Management Services, Integrated Solutions&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Location &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Cape Town, Pretoria, Johannesburg, Durban &amp; Bloemfontein REPORTS TOSection Manager or any other person appointed to supervisePRIMARY POSITION PURPOSE Responsible for designing and developing software applications as well as co-ordinating with the rest of the team on different layers of infrastructure.KEY RESPONSIBILITIES <ul><li>Set up and maintain AI development and production infrastructure</li><li>Build data ingestion and transformation pipelines</li><li>Deploy AI models to production environments</li><li>Create APIs to make ML models accessible to other applications</li><li>Automate infrastructure for Data Science team use</li><li>Build AI models from scratch aligned with business needs</li><li>Optimize classifiers using advanced ML techniques</li><li>Develop minimum viable products (MVPs) based on ML methods</li><li>Create automated anomaly detection systems with performance monitoring</li><li>Test models thoroughly before deployment</li><li>Process, cleanse and verify data integrity for analysis</li><li>Enhance data collection procedures for building analytics systems</li><li>Extend company data with third-party sources when needed</li><li>Perform data mining using state-of-the-art methods</li><li>Enable process automation through machine learning</li></ul>Business Support &amp; Innovation<h2></h2><ul><li>Help product managers and stakeholders understand AI capabilities and limitations</li><li>Translate model results into actionable business insights</li><li>Create visualizations and interactive reports using BI/analytics tools</li><li>Perform ad-hoc analysis with clear result presentation</li><li>Enable novel business capabilities through AI applications</li><li>Stay current with latest AI research relevant to business domain</li><li>Identify opportunities to implement emerging AI technologies</li><li>Develop innovative solutions that enhance business operations</li><li>Work independently as well as part of a team</li><li>Alignment with company vision, goals and values</li><li>Proficient in Python, with a good knowledge of its ecosystems</li><li>Demonstrated understanding of object-oriented programming</li><li>Familiarity and proficiency in database knowledge and understanding, including MSSQL and PostGIS</li></ul>RECOMMENDED QUALIFICATIONS, SKILLS AND EXPERIENCE&nbsp; <ul><li>Bachelor's degree in a relevant field such as Data Science, Computer Science, Statistics, Mathematics, or a related discipline.</li><li>Minimum 3+ years of relevant professional experience</li><li>Experience in engineering and geospatial domains (preferred)</li><li>Proven track record implementing AI/ML solutions</li><li>Strong foundation in object-oriented programming</li><li>Proficiency in statistical programming languages in Python,</li><li>Experience building AI models using frameworks like PyTorch and Keras</li><li>Knowledge of web services and API development</li><li>Database expertise with Microsoft SQL Server and PostgreSQL</li><li>Ability to write stored procedures, views, functions, and triggers</li><li>Demonstrated commitment to AI learning through self-directed initiatives (courses, books, side projects)</li><li>Evidence of staying current with emerging AI technologies and methodologies</li></ul>We are proud of the brilliant minds we have at SMEC and are committed to ensuring that our people have the best opportunities and resources to learn, grow and succeed. Our hiring decisions are guided by skills, qualifications and experience, ensuring fair and equitable access to opportunities for all. We are intentional about diversity, equity, inclusion, and belonging, not as a requirement, but as a fundamental part of who we are. We strive to create a workplace where diverse backgrounds and perspectives are embraced, fresh ideas are encouraged, and everyone has the support they need to thrive. At SMEC, every individual has a voice, and through our commitment to engineering positive change, every contribution makes a difference.At Surbana Jurong, we put talent, hard work, teamwork and a fun workplace together to approach problems and solve them creatively and collaboratively. Join us in making a positive impact on the world!

AI Data & Software Developer

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About the Company

SMEC Services Pty Limited

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