339 Fluid Mechanics jobs in South Africa

Industry: Scientific, Research & Development

Job category: Others: RandD, Science and Scientific Research

Location: Johannesburg

Contract: Permanent

Remuneration: Market Related

EE position: Yes

Mintek has an exciting career opportunity for a Research Engineer in the Pyrometallurgy Division. The successful candidate is to conduct cutting edge applied research in the design, development and demonstration of fit for purpose pyrometallurgical processes and technologies. The role requires a strong understanding of pyrometallurgy fundamentals, with particular emphasis on leveraging knowledge of thermochemical simulations, phase equilibria, reaction kinetics, andengineering design to deliver complex pilot scale research and technology demonstration projects. Contributing to human capital development and willingness to work towards a common purpose with a strong sense of equity and inclusion are non-negotiable attributes of the role.

• Demonstrated ability to develop experimental techniques, models and prototypes.
• Experience with designing and operating electric arc furnaces at pilot-scale, coupled with the abilityto identify opportunities for further fundamental research from inconclusive or unclear phenomenontypically observed in pilot scale research projects.
• Experience in designing pyrometallurgical processes using thermochemical simulation software tools such as PyroSim and FactSage is an added advantage.
• Proven experience with coding in C and Python is an added advantage.
• Proven experience in mechanical design packages such as FUSION360 or FreeCAD is an added advantage.
• Demonstrated ability to develop experimental techniques, models and prototypes.
• Demonstrable experienced in executing complex technical projects, particularly from concept to higher technology readiness levels.
• Strong portfolio of publications in peer-reviewed journals is an added advantage.
• Knowledge or experience with SHEQ systems is non-negotiable
• Knowledge of technology transfer, commercialisation and product development is highly advantageous.
• Demonstrated ability to attract investment or R&D funding is highly advantageous.

• Minimum 2 years’ experience in pyrometallurgy research and technology development.
• Minimum BEng/BSc (Honors) in Engineering (Metallurgical/ Chemical / Process/ Mechanical/Electrical) or equivalent, with a strong emphasis on pyrometallurgy research and technology development.
• Ideally, a MEng/ MSc in Engineering (Chemical/ Metallurgical/ Process/ Mechanical/ Electrical), or equivalent, with a strong focus in pyrometallurgy research, design and technology development.
• Postdoctoral research experience, with strong emphasis on pyrometallurgy research and technologydevelopment, is highly advantageous.
• Professional recognition and registration are an added advantage.

Innovation is at the heart of what we do. We work as a cohesive team that collectively develops real-life decision-making and technology products across various industries. We are always on the lookout for talented minds to join our dynamic team and contribute their unique insights. Be part of a stimulating and collaborative environment where your ideas can make an impact and ignite transformative change worldwide.

InstaDeep, founded in 2014, is a pioneering AI company at the forefront of innovation. With strategic offices in major cities worldwide, including London, Paris, Berlin, Tunis, Kigali, Cape Town, Boston, and San Francisco, InstaDeep collaborates with giants like Google DeepMind and prestigious educational institutions like MIT, Stanford, Oxford, UCL, and Imperial College London. We are a Google Cloud Partner and a select NVIDIA Elite Service Delivery Partner. We have been listed among notable players in AI, fast-growing companies, and Europe's 1000 fastest-growing companies in 2022 by Statista and the Financial Times. Our recent acquisition by BioNTech has further solidified our commitment to leading the industry.

Join us to be a part of the AI revolution!

The Role:

We seek a Research Engineer to join our research team and play a key role in advancing our mission to build cutting-edge AI models for decision-making with application to large-scale industrial optimisation. You will be involved in all aspects of the research process, including:

Developing and implementing high-quality Python code in a production-level environment.

Distributing and accelerating code on large-scale accelerator clusters.

Identifying and preprocessing relevant data sources, and building efficient data loading pipelines.

Designing and executing training and validation pipelines, and interpreting results.

Contributing to the development of research plans and disseminating our work through research papers and participation in conferences.

We are a results-oriented, hands-on team that thrives on collaboration. You will have the opportunity to work closely with fellow researchers, applied scientists, and product teams.

Responsibilities:

• Algorithmic Optimisation: Research and understand the latest deep learning literature to implement and optimise state-of-the-art algorithms and architectures, ensuring compute efficiency and performance.
• Algorithmic Design: Identify limitations in the application of existing state-of-the-art algorithms for our desired use cases, and propose concrete algorithmic contributions to mitigate those limitations and improve upon existing state-of-the-art.
• Scaling Expertise: Design and implement strategies to efficiently scale machine learning models across different accelerator platforms (GPU/TPU).
• Performance Optimisation: Analyse and profile ML systems under heavy load, pinpointing bottlenecks and implementing targeted optimisations.
• Distributed Systems Architecture: Create robust distributed training and inference solutions for maximum computational efficiency.

Required Skills:

• A Masters or equivalent in Computer Science, Engineering, Mathematics, or related field.
• Fundamentals of modern Deep Learning and experience with Reinforcement Learning.
• 2+ years of work experience.
• Expertise in Python.
• Experience working with Linux systems.
• Experience with at least one modern machine learning framework (JAX, Tensorflow, PyTorch, etc.)
• Experience with Docker.

Highly Desirable:

• Experience working with JAX and packages within the JAX ecosystem.
• Track record of successfully building and scaling ML models.
• Experience with software profiling, identifying bottlenecks, and delivering efficient solutions.

We empower individuals to celebrate their uniqueness here at InstaDeep. Our team comes from all walks of life, and we’re proud to continue encouraging and supporting applicants from underrepresented groups across the globe. Our commitment to creating an authentic environment comes from our ability to learn and grow from our diversity, and how better to experience this than by joining our team?We operate on a hybrid work model with guidance to work at the office 3 days per week to encourage close collaboration and innovation. We are continuing to review the situation with the well-being of InstaDeepers at the forefront of our minds.

Right to work: Please note that you will require the legal right to work without visa sponsorship in the location you are applying for. We do not sponsor work visas.

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Overview

Georgia Tech prides itself on its technological resources, collaborations, high-quality student body, and its commitment to building an outstanding and diverse community of learning, discovery, and creation. We strongly encourage applicants whose values align with our institutional values, as outlined in our Strategic Plan . These values include academic excellence, diversity of thought and experience, inquiry and innovation, collaboration and community, and ethical behavior and stewardship. Georgia Tech has policies to promote a healthy work-life balance and is aware that attracting faculty may require meeting the needs of two careers.

About Georgia Tech

Georgia Tech is a top-ranked public research university situated in the heart of Atlanta, a diverse and vibrant city with numerous economic and cultural strengths. The Institute serves more than 45,000 students through top-ranked undergraduate, graduate, and executive programs in engineering, computing, science, business, design, and liberal arts. Georgia Tech's faculty attracted more than $1.4 billion in research awards this past year in fields ranging from biomedical technology to artificial intelligence, energy, sustainability, semiconductors, neuroscience, and national security. Georgia Tech ranks among the nation's top 20 universities for research and development spending and No. 1 among institutions without a medical school.

Georgia Tech's Mission and Values

Georgia Tech's mission is to develop leaders who advance technology and improve the human condition. The Institute has nine key values that are foundational to everything we do:

1. Students are our top priority.
2. We strive for excellence.
3. We thrive on diversity.
4. We celebrate collaboration.
5. We champion innovation.
6. We safeguard freedom of inquiry and expression.
7. We nurture the wellbeing of our community.
8. We act ethically.
9. We are responsible stewards.

Over the next decade, Georgia Tech will become an example of inclusive innovation, a leading technological research university of unmatched scale, relentlessly committed to serving the public good; breaking new ground in addressing the biggest local, national, and global challenges and opportunities of our time; making technology broadly accessible; and developing exceptional, principled leaders from all backgrounds ready to produce novel ideas and create solutions with real human impact.

The School of Electrical and Computer Engineering (ECE) at the Georgia Institute of Technology
ECE is one of the largest producers of electrical engineers and computer engineers in the United States. Almost 2,600 students are enrolled in the School's graduate and undergraduate programs, and in the last academic year, 801 degrees were awarded. All ECE undergraduate and graduate programs are in the top five of the most recent college rankings by U.S. News & World Report.

In addition to the main campus in Atlanta, Georgia, ECE also has permanent operations at Georgia Tech-Lorraine in France. Graduate students who spend at least one semester each at of the Georgia Tech locations (Atlanta, Lorraine, on two continents, North America and Europe) can earn the Georgia Tech Global Engineering Immersion Program (GEIP) Certificate when they receive the Georgia Tech M.S. degree.

Over 110 ECE faculty members are involved in 11 areas of research and education: bioengineering, computer systems and software, digital signal processing, electrical energy, electromagnetics, electronic design and applications, nanotechnology, optics and photonics, systems and controls, telecommunications, and VLSI systems and digital design: and the School is either home to or a key player in almost 20 research centers and consortia.

ECE is key to Georgia Tech's growing reputation as an internationally recognized educational and research and development university. ECE is firmly committed to sustaining excellence in traditional areas of strength and venturing into burgeoning areas of opportunity.