Scvs Data Science

4 days ago

East London, South Africa Abantu Staffing Solutions Full time

Software development for cloud services and services at the edge. Development and extension of micro-services that facilitate the ease of use of machine learning models in a manufacturing environment. Support on model training and system configuration best practices

**Job Requirements**
- Demonstrated ability to foster an environment for ideation, prototyping and production
- Demonstrated business acumen to take a design to implementation and have experience scaling a concept
- Must have IT Development and Systems Knowledge
- Experience with software development methodologies and practices (Agile, Scrum, etc.)
- Experience in Data Analysis and Advanced Proficiency in Microsoft Office
- Strong Leadership Behaviours with good People Management skills and Problem Solving Skills
- Strong Interpersonal skills to manage relationships with a variety of partners and stakeholders
- Must have an excellent ability to multi-task effectively working on several projects synchronously
- Experience in rolling out initiatives that leverage multiplatform technologies
- Willingness to travel nationally and internationally
- Willingness to work a 3 shift model
- Ability to perform the minimum required physical and mental requirements of the function.
- Leadership behaviours as per LEAD

**Outputs**
- Liaise directly with various manufacturing plants worldwide within the company to provide product and service support.
- Manage and coordinate system upgrades/bug fixes and support with product testing.
- Design and model solutions for customer innovation and experience.
- Design, research, develop, analyse and suggest new concepts as well as strategies.
- Lead and direct different cross-functional programs and projects of varied sizes and types concurrently.

Coordinate all cross-functional activities, represent customers internally and collaborate with leaders in varied areas on allocation across projects and resource planning.
- Ensure to exercise decision-making and independent judgment while being aligned with customers and management.
- Promote innovations to support business requirements through activities that test, pilot and implement innovative concepts
- Roll out and analyse the effectiveness of initiatives that leverage multiplatform technologies

**Knowledge**:
**Operating System**
- Comfortable in Linux environments, specifically Debian-based, e.g. Ubuntu
- Comfortable developing locally on a Windows machine using WSL2

Programming & Scripting Languages, Version Control, Software
- Strong modern Python knowledge (3.8+); Bash scripting;React & Typescript knowledge beneficial
- Working-level git proficiency
- Understanding of object-oriented programming
- Experience in Test Driven Software Development
- Knowledge of software and business process modelling techniques and tools (e.g. UML)
- Working proficiency of at least the following Python packages - Tensorflow, Keras, MLflow, numpy, asyncio, pytest, pydantic, fastapi, tox, opencv, Pillow, onnx.

Automation
- Knowledge of developing and maintaining CI/CD pipelines; container technologies such as Docker; automation in quality assurance, integration and deployment - e.g. developing end-to-end tests that span across docker containers in a CI/CD quality gate in a virtualized environment

**Artificial Intelligence, Data and Cloud**
- Experience debugging and interpreting the outputs of machine learning models
- Knowledge of labelling best practices to advise annotators when setting up new use cases; Databricks (or similar) for automated cluster management and the use of IPython notebooks for rapid prototyping; cloud design patterns (e.g. hybrid cloud); cloud computing, services and cloud platforms (e.g. Azure); Azure IoT hub & Azure Data Factory would be beneficial; big data technologies (e.g. Hadoop, Hive, Hbase, Spark) and data analytics would be beneficial; descriptive and predictive analytics; designing data warehouses and data lake; data modelling and storage with NoSQL and relational databases (e.g. CouchDB, PostgreSQL); fundamentals and management of databases.
- Technical skills in database and SQL.

***

**Architecture**
- Experience developing and maintaining APIs (e.g. REST); systems design, enterprise architecture and development; microservice architecture

**Hardware**
- Knowledge in technologies like servers, storage and virtualization; IT infrastructure design, deployment and management; high-availability concepts to build robust computing environments; network infrastructure (e.g. switches, routers, firewalls); computing and working with ARM64 devices; CUDA and TensorRT GPU technologies would be beneficial

**Working Model**

**Security**
- Knowledge of commercial and open source security tools; computer and network security, authentication and security protocols; IT security architecture; penetration testing techniques and tools.

**Customer Support**
- Knowledge of help desk and support services; incident and problem management
- Experience with incident

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