- Johannesburg
- Salary: Market Related
- Job Type: Permanent
- Sectors: IT Technology
- Reference: BIT003901/TSE
Vacancy Details
Employer: Network Recruitment
- Machine Learning Solution Development:
- Model Identification and Design: Identify business processes that can benefit from ML/AI automation and optimization.
- Model Building and Optimization: Develop and fine-tune custom ML models, including large language models (LLMs), computer vision models, and generative AI solutions.
- Feature Engineering: Pre-process data, extract features, and scale inputs to enhance model performance.
- Integration and Deployment:
- Integrate ML models into development, pre-production, and production environments.
- Deploy models using cloud platforms like AWS SageMaker, Azure, or containerized solutions.
- Monitor and refine model performance in real-world applications to ensure efficiency and accuracy.
- Automation and Workflow Enhancement:
- Develop intelligent ML pipelines to automate manual tasks and streamline workflows.
- Deliver actionable insights through ML models aligned with business key performance indicators (KPIs).
- Collaboration and Leadership:
- Lead cross-functional teams to execute AI projects effectively.
- Work closely with technical leads, engineers, and business stakeholders to define project goals and requirements.
- Communicate technical solutions and project outcomes to non-technical stakeholders.
- Compliance and Ethics:
- Uphold data privacy standards and ethical AI practices, particularly when handling sensitive data.
- Technical Innovation:
- Stay informed about emerging AI technologies (e.g., LLMs, conversational AI, computer vision).
- Experiment and innovate to tackle complex business challenges using cutting-edge AI solutions.
Core Skills and Expertise:
- Machine Learning and AI: Proficiency in supervised/unsupervised learning, deep learning, NLP, computer vision, LLMs, and ensemble techniques.
- Programming and Tools: Expertise in Python, R, Scikit-Learn, TensorFlow, PyTorch, Docker, and cloud platforms (AWS, Azure, GCP).
- DevOps and Deployment: Experience with CI/CD pipelines, containerization (Docker/Kubernetes), and frameworks like Flask or FastAPI.
- Data Analysis and Visualization: Skilled in tools such as Matplotlib, Seaborn, Tableau, and Big Data frameworks like Spark and Hadoop.
- Collaboration and Communication: Ability to explain complex technical concepts to non-technical stakeholders effectively.
Soft Skills:
- Leadership: Proven ability to lead and mentor teams, ensuring timely project delivery.
- Problem-Solving: Innovative thinker with a track record of addressing complex business and technical challenges.
- Adaptability: Success in dynamic, remote working environments.
- Business Acumen: Strong focus on aligning technical deliverables with business objectives to maximize ROI.
If you are interested in this opportunity, please apply directly. For more IT jobs, please visit www.networkrecruitmentinternational.com. If you wish to send your CV per email forward your CV to tnkuna@networkrecruitment.co.za and copy the reference number in brackets in the subject line of your e-mail.
If you have not had any response in two weeks, please consider the vacancy application unsuccessful. Your profile will be kept on our database for any other opportunities appears for which you might be more suitable.
We also invite you to contact us to discuss your next career move in IT!
tnkuna@networkrecruitment.co.za
Tswelo Nkuna on 011 622 9526
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About Network Recruitment
Network Recruitment
Network Recruitment is a leading specialist recruitment company in the fields of IT, Finance and Engineering.
Since our establishment in 1987, we have been at the forefront of the specialist recruitment industry. Network Recruitment’s key to success is the focus on delivering superior quality service by developing and maintaining an exclusive focus on sourcing high-calibre skills for medium-sized to JSE-listed companies operating in these three niche sectors across South Africa.
Our experience in permanent and contract-based recruitment enables us to provide you with recruitment solutions that meet your long- and short-term needs.
Network Recruitment is a division of ADvTECH Resourcing, the recruitment arm of the national JSE-listed ADvTECH Limited Group a leader in quality education, training, skills development and placement services.
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