Machine Learning Engineer

 

Recruiter:

Datonomy Solutions

Job Ref:

199

Date posted:

Tuesday, February 16, 2021

Location:

Brackenfell, South Africa

Salary:

R45k - 65k per month


SUMMARY:
The Machine Learning Engineer is responsible for building end-to-end machine learning models.

POSITION INFO:

Building a career with Datonomy allows you to work on projects that interest you, and with the tech stack that appeals to you most. Diverse teams comprising a variety of cultures, ages and backgrounds are proven to be more effective - this also ensures that teams don''t become rigid and change-averse.

Datonomy invites you to embrace the future of work. Consulting gives you the flexibility to co-create your career with clients who rely on your unique skillset. The beauty of the model is that you can choose the length of your engagement with each client - you may want to spend a year or two rolling out a major programme, or just a few months designing a product feature.

At Datonomy, we want to collaborate with you to achieve your goals, personally and professionally, and that is why we want like-minded people to join our growing team.

Purpose summary

The Machine Learning Engineer is primarily responsible for building end-to-end machine learning models from ideation to deployment and scalability. S/he creates new and improved data driven solutions to assist the Group in answering business questions, gaining competitive advantage, identifying new market opportunities, increasing efficiencies and/or reducing costs.

Job description

  • Work in a cross-functional team, collaborating with data scientists, engineers, and analysts to understand project goals, interpret end-user’s intent and drive the build, implementation and scale-up of algorithms for measurable impact.
  • Understand and use ANN''s, CNN''s, RNN''s, autoencoders, fundamental data science concepts (linear and logistic regression, SVM''s, dimensionality reduction), decision trees, gradient boosting, ensemble models, etc. to develop machine learning models.
  • Implement above architectures with deep learning frameworks such as Keras and TensorFlow.
  • Train models on large-scale data and fine tune hyper-parameters.
  • Research and implement appropriate machine learning algorithms and tools by selecting the correct libraries, programming languages and frameworks for each task.
  • Understand and use computer science fundamentals, including data structures, algorithms, computability, complexity, and computer architecture.
  • Keep abreast of developments in the field and integrate the latest data technologies into existing requirements.
  • Follow best practices and standards in machine learning.
  • Peer review machine learning models and advise on shortfalls and improvement.
  • Provide guidance to junior machine learning engineers and general team (where applicable).
  • Present complex machine learning concepts and results to both technical and non-technical audiences.

Required Qualification:

4 years’ experience / NQF 7



 

NB! This job is now closed. You can apply for other jobs by uploading your CV.



 

 

 

Similar jobs you might be interested in:

Machine Learning Engineer
Location: Cape Town
Salary:
18 days ago


Data Specialist / Data Engineer / Data Analyst
Location: Cape Town
Salary:
This Easter, we are on the hunt for a Data engineer with AI & machine learning experience, and yes, this is the kind of opportunity worth putting in your basket. If you love combining data engineering, cloud platforms and ML operations in a modern, fast paced environment this could be your golden egg.
6 days ago


Senior Data Engineer
Location: Cape Town
Salary:
8 days ago


Data Specialist (Engineer/Scientist)
Location: Cape Town
Salary: Annually
We are partnering with a forward-thinking organisation to appoint a Data Specialist (engineer/Scientist) who will play a key role in shaping and enabling their data and technology landscape. This position is instrumental in delivering scalable, data-driven solutions that support strategic business objectives.
8 days ago


Senior Software Engineer - Data Science
Location: Stellenbosch
Salary:
Are you passionate about building intelligent systems that turn massive data streams into real-world impact?  Our client is searching for a Senior Software engineer with a Strong Data Science expertise to help design and deploy machine learning and AI features.
11 days ago


Data Specialist (Engineer/Scientist)
Location: Cape Town
Salary: Annually
We are partnering with a forward-thinking organisation to appoint a Data Specialist (engineer/Scientist) who will play a key role in shaping and enabling their data and technology landscape. This position is instrumental in delivering scalable, data-driven solutions that support strategic business objectives.
15 days ago


Senior Software Engineer – Data Science
Location: Stellenbosch
Salary:
Are you passionate about building intelligent systems that turn massive data streams into real-world impact?  Our client is searching for a Senior Software engineer with a Strong Data Science expertise to help design and deploy machine learning and AI features.
20 days ago


Azure Data Engineer
Location: Cape Town
Salary:
41 days ago


Data Scientist
Location: Stellenbosch
Salary:
Are you passionate about building intelligent systems that turn massive data streams into real-world impact?  Our client is searching for a Senior Software engineer with a Strong Data Science expertise to help design and deploy machine learning and AI features.
47 days ago


Radar Algorithm Engineer- Stellenbosch
Location: Stellenbosch
Salary: Negotiable
If you’re ready to help bring radar technology to life in a collaborative and innovation-driven environment, we encourage you to apply.
55 days ago


Create a free job alert for Machine Learning Engineer in Brackenfell

Enter your email address below and we will email you similar jobs when they become available:

You can cancel at any time. We will not spam you.
By giving us your email address your agree to our Terms and Conditions