Senior Manager: Ml Engineering
Posted on 2025-03-17
| Employer | Recruit-It |
|---|---|
| Salary | 1 |
| Category | Automotive |
| Location | Gauteng / Gauteng |
Job Summary
Lead the design, development, and implementation of cutting-edge analytic engines and services, leveraging extensive experience and expertise in machine learning to develop and deploy scalable models, optimize algorithms, and drive data-driven decision-making.
Job Responsibilities
- Develop and maintain a machine learning platform, ensuring it meets the needs of the community and stakeholders.
- Design and build robust inference systems, such as APIs, batch processing, and real-time streaming, to facilitate the deployment and utilization of machine learning models.
- Implement MLOps practices to streamline the deployment, monitoring, and management of machine learning models in production.
- Automate the end-to-end machine learning pipeline, from data ingestion to model deployment and monitoring.
- Ensure the scalability and reliability of the machine learning platform, addressing performance bottlenecks and optimizing resource usage.
- Utilize big data technologies such as Spark, Ray, and Dask to handle large-scale data processing and distributed computing.
- Leverage GPU acceleration to enhance the performance and efficiency of machine learning models, particularly for deep learning tasks.
- Collaborate with cross-functional teams to integrate machine learning solutions into existing systems and workflows.
- Contribute to the development and maintenance of documentation, tutorials, and guides for the machine learning platform.
- Engage with the data science community, participating in discussions, code reviews, and contributions to foster collaboration and innovation.
- Spearheaded best-in-class statistical models and algorithms, building upon previous experiences and learnings.
- Conduct in-depth statistical analysis to extract valuable insights and patterns from complex datasets, contributing to data-driven decision-making.
- Offer actionable insights and advice to stakeholders, utilizing a solid foundation in AI/ML and contributing to the team`s expertise.
- Contribute to the creation of value from enterprise-wide data, assisting in the translation of data into meaningful business solutions.
- Experienced in deploying or contributed to deployment of at least one end-to-end data science solution that has yielded significant value in the organization at an enterprise level.
- Contribute to the shaping of the organization`s AI/ML strategy, aligning it with evolving business needs.
- Assist in transforming data science prototypes into scalable machine learning solutions for deployment.
- Collaborate with experienced team members to design dynamic ML models and systems, incorporating the capability for adaptability and retraining.
- Participate in periodic evaluations of ML systems, ensuring they align with corporate and IT strategies.
- Expert proficiency in programming tools (such as Python, R, etc.) for data manipulation, statistical analysis, and machine learning tasks is essential.
- Demonstrate a profound command over computer science fundamentals, encompassing expert-level knowledge of data structures, algorithms, computability and complexity, and computer architecture.
- Utilize machine learning algorithms and libraries effectively, following established best practices and guidelines.
- Communicate technical concepts effectively to diverse audiences, adapting explanations for non-programming experts.
- Stay informed about the latest tools and techniques, engaging in continuous learning to enhance skills and knowledge.
- Proficiency in cloud computing and hands-on experience with deploying complex data science projects on cloud platforms.
- Collaborate with the team, sharing ideas and insights while conducting experiments and researching best practices.
- Seek opportunities for personal growth and development, actively participating in knowledge-sharing and mentorship.
- Contribute to the achievement of the business strategy, objectives, and values, contributing to the organization`s success.
Essential Qualifications – NQF Level
- Advanced Diplomas/National 1st Degrees
- Matric / Grade 12 / National Senior Certificate
Preferred Qualification
- STEM Qualification
- Engineering, Computer Science, Econometrics, Mathematical Statistics, Actuary Science
- Masters or Doctorate will be an added advantage
Preferred Certifications
- Cloud (Azure, AWS), DEVOPS or Data engineering certification.
- Any Data Science certification will be an added advantage, Coursera, Udemy, SAS Data Scientist certification, Microsoft Data Scientist.
Minimum Experience Level
- MS/PhD in STEM or related technical discipline
- 7 years’ plus experience in a data science or software engineering role.
- Deep knowledge of machine learning, statistics, optimization or related field.
- Knowledge of Graph Database technology will be a major advantage
- Excellent written and verbal communication skills along with strong desire to work in cross functional teams.
- Attitude to thrive in a fun, fast-paced start-up like environment
Technical / Professional Knowledge
- Data Mining
- Data analysis
- Statistical Analysis
- Supervised Learning
- Big Data Technologies
- Unsupervised Learning
- NLP
- Deep Learning
- Feature Engineering/Selection
- HyperParameter Tuning
- Programming
- Model Deployment/Monitoring
- MLOps
- API Development
- Inference Systems
- GPU Utilization
- Distributed Computing (Spark, Ray, Dask)
- Automation of ML Pipelines
- Scalability and Reliability Engineering
- Cloud Computing
- Documentation and Tutorials Development
- Graph Databases
- PostgreSQL, Redis
Behavioral Competencies
- Decision Making
- Innovation
- Technical/Professional Knowledge and Skills
- Customer Focus
- Applied Learning
- Improvement Continuous Improvement
Senior Manager: Ml Engineering position available in Gauteng, Gauteng. This job position was posted by Recruit-It. The job has been posted as a char8000 ad on 2025-03-17 at 01:04:11 in the Automotive category
Click Go Apply to apply online!
You might also like these jobs in the same area.
Apply directly for this position. Please read all instructions carefully.
We do not process job applications; we simply aggregate and display job listings.
More related positions
Johannesburg: Rb 14036 – Senior Project Manager (Epcm) – Johannesburg
Employer Description Our client is an EPCM company within the minerals processing environment. Job Description You will be responsible for all aspects of project management, including budget & cost control, planning, quality & risk management, safety and p
View Job
Rb 14036 – Senior Project Manager (Epcm) – Johannesburg
Johannesburg: Senior Fundraising Manager
Main responsibilities (not limited to): Develop and ensure a successful implementation of a comprehensive fundraising strategy. Develop business plans and budgets for the Fundraising department . Identify and attract local and international donors. Oversig
View Job
Senior Fundraising Manager
Somerset West: Senior Development Manager (Lt Position)
Key Responsibilities: Strategic Growth: Identify new sites and target growth areas through an established real estate broker and agent network. Project Leadership: Oversee development projects via the PMO and Acquisition team from planning to delivery. Tea
View Job
Senior Development Manager (Lt Position)
Johannesburg: Dv 14852 – Senior Production Manager – Shopfitting
Employer Description With over 20 years experience in the Southern African Advertising, Design, Events, Exhibitions and Retail Manufacturing industry, this client is the ideal partner to nurture and drive business to new horizons. Job Description You wil b
View Job
Dv 14852 – Senior Production Manager – Shopfitting
Johannesburg: Senior Risk Manager – Jhb
The client team is responsible for the overall management of all Engineering Services, Facilities Management, Occupational Health and Safety Management, Real Estate Management, and the execution of all Capital projects within The Client Group to enable str
View Job
Senior Risk Manager – Jhb
South Africa: Senior Site Manager
CIVIL - CONSTRUCTION INDUSTRY Minimum of 18 years experience as a contracts manager in the civil engineering industry Experience in road layer construction and kerbing, bulk earthworks, stormwater management, and sewer reticulation Ndip/BTech/BSc in Civil
View Job
Senior Site Manager
South Africa: Senior Hr Manager
This role is ideal if you enjoy working in the Logistics space. We are looking for a strong generalist who is hands-on and can assist with HR and all IR-related daily issues. The position is in the Northern Suburbs of Cape Town. Large stable company, great
View Job
Senior Hr Manager
Pretoria East: Senior Kitchen Manager / Chef posted by Restaurant Staff
Busy modern Restaurant group in Pretoria East is looking for a Senior Kitchen Manager / Head Chef. Looking for individuals with 6+ years relevant chef and kitchen management experience. Experience in an a la carte Restaurant environment essential. Must be
View Job
Senior Kitchen Manager / Chef
Centurion: Senior Restaurant Manager posted by Restaurant Staff
Senior Restaurant Manager needed for established Restaurant in Centurion. Applicants must have good general management skills and must have front & back of house management experience. Looking for an individual with good staff management and training skill
View Job
Senior Restaurant Manager
Johannesburg: Senior Finance Manager
The company has driven operational efficiencies, increased asset value, and implemented cutting-edge property solutions. Through strategic leasing, innovative facilities management, and strong financial oversight, it has consistently delivered exceptional
View Job
Senior Finance Manager
South Africa: Senior E Commerce Manager
Omni Channel Retailer Cape Town Our client is a national Retailer with stores and multiple digital channels, based in Cape Town. They are seeking to employ a senior E Commerce Manager. This exciting role will suit a candidate that understands retail, under
View Job
Senior E Commerce Manager
Roodepoort: Senior Brand Manager
Requirements: Degree. Relevant experience in applying job-related concepts, techniques, and processes at the required level. Experience in working with senior management. People management experience. Working knowledge of social media platforms (e.g., Link
View Job
Senior Brand Manager
East London: Senior Supply Chain Manager (5 Year – Ftc)
Job Responsibilities: Lead and manage the supply chain team Develop and implement supply chain strategies Oversee inventory management Ensure compliance with regulations Collaborate with internal and external stakeholders Manage relationships with supplier
View Job
Senior Supply Chain Manager (5 Year – Ftc)
Johannesburg: Senior Financial Manager
Join a dynamic and fast-growing insurance company as a Senior Financial Manager. This role offers the chance to drive financial strategy, ensure IFRS 17 compliance, and lead a high-performing team in a results-driven environment. If you thrive in a challen
View Job
Senior Financial Manager
Pretoria: Personal Assistant To The Senior Manager
Qualifications and Experience A Secretarial Diploma or Diploma in Public Administration/ Management or Office Management/ Administration/ related qualification. A certificate in relation to the functional discipline will be an added advantage. At least 2 y
View Job
Personal Assistant To The Senior Manager
Cape Town City Centre: Senior Manager/ Ad Introductory
Are you a seasoned professional with deep expertise in credit risk and quantitative analysis? A global consulting firm is seeking a Senior Manager to lead and drive credit risk quantitative projects within their dynamic and expanding team. This is an excit
View Job
Senior Manager/ Ad Introductory
Johannesburg: Senior Manager/ Ad Introductory
Are you a seasoned professional with deep expertise in credit risk and quantitative analysis? A global consulting firm is seeking a Senior Manager to lead and drive credit risk quantitative projects within their dynamic and expanding team. This is an excit
View Job
Senior Manager/ Ad Introductory
Johannesburg: Senior Manager – Market Risk
Are you an experienced professional in market risk management, looking for your next leadership role? A globally recognized consulting firm is seeking a Senior Manager to join their market risk team. This is a fantastic opportunity for someone passionate a
View Job
Senior Manager – Market Risk
Cape Town City Centre: Senior Construction Manager Civils Required
Senior Construction Manager / Site Agent Township Services / Civil Services Purpose of position: The Construction Manager will be responsible for the management of the construction site to achieve the required project delivery to the client`s objectives wh
View Job
Senior Construction Manager Civils Required
Cape Town City Centre: Senior Account Manager/Merchandiser (Remote Working)
Key Responsibilities: Product Development & Sourcing Source and develop product ranges tailored to each customers specific requirements. Cost Negotiation Effectively negotiate costs with suppliers in China while aligning with buyers/customers in South Afri
View Job
Senior Account Manager/Merchandiser (Remote Working)
Port Elizabeth: Senior Contract / Project Manager
Duties: Lead the charge: Take ownership of the full project lifecycle, from initiation and planning to execution, monitoring, and closure, for a variety of exciting civil and bridge projects. Bridge the gaps: Effectively communicate and collaborate with di
View Job
Senior Contract / Project Manager
South Africa: Senior Procurement Manager
Job Experience & Skills Required: Masters Degree in Supply Chain Management, Logistics, Business Administration, or a related field. Experience managing and supervising a global team. At least 10 years in a related field. Material requirement planning - MR
View Job
Senior Procurement Manager
Johannesburg: Senior Project Manager – Contract – Onsite
Our Client a Global Tech firm is seeking a Senior Project Manager to join their team in Johannesburg on a contract basis. They offer stability, growth, attractive rate and a great working environment. Project Manager is responsible for planning, executing,
View Job
Senior Project Manager – Contract – Onsite
Middelburg: Senior Key Account Manager – Agrochemicals
Minimum requirements for the role: Must have a Bachelors degree in Agriculture, Sales, or Marketing CropLife Certification is advantageous Minimum 5 years combined sales and technical experience in the agricultural industry Proven track record in client re
View Job
Senior Key Account Manager – Agrochemicals
Johannesburg: Treasury Risk Senior Manager
Key responsibilities: Lead and manage treasury risk projects, from planning to delivery, ensuring compliance with regulatory requirements. Oversee financial risk, liquidity, cash flow forecasting, and funding planning. Provide strategic input to enhance th
View Job
Treasury Risk Senior Manager