Posted Jan 03, 2024 363 views
We develop our own proprietary AI Machines for a wide range of solutions in healthcare, financial, trading, sales, anomaly detections, etc.
- You will be part of a talented international software team that works on mission-critical AI applications.
- You will be responsible for Machine Learning and Artificial Intelligence application development through its lifecycle, from concept and design to coding, testing, and maintenance.
- You will also play a leading role, as part of a multidisciplinary team, to design and deliver enterprise AI and ML solutions to clients using our proprietary AI Machine.
- We develop real-time prediction (regression and classification) and clustering systems.
- Depending on the type of applications, the AI and ML models operate on daily, hourly, down to 1 minute and millisecond streaming data.
Specific requirements:
- MSc or PhD in AI, computer science and electrical engineering, applied mathematics and physics with 3+ years of relevant experience in AI/Deep Learning.
- 2 to 5 years of proven programming experience as a Machine Learning Engineer or similar role.
- Advanced skills in time-series-based models.
- Advanced skills in numerical data modeling.
- Excellent skills in deep learning and ensemble learning.
- Extensive knowledge and skills in ML frameworks (like TensorFlow, Keras, Pytorch), libraries (like scikit-learn and pandas), data structures, data modeling, and software architecture.
- Must have the Ability to formulate problems into mathematical equations.
General requirements:
- High fluency in English is a must since you will communicate and work with team members and clients in English.
- Ability to write robust code.
- At least 2 years of general Python programming.
- Experience in Django is a plus.
- Good skills in vectorized coding and OOP.
- Deep understanding of ML algorithms like regression, classification and clustering.
- Deep understanding of model determination and evaluation.
- Strong problem-solving mindset and ability to develop creative solutions for difficult problems often requiring detailed investigation of the code and data.
- Interest in learning and coding within an advanced distributed micro-system architecture.
Responsibilities:
- As an AI team member you are expected to fulfill the following range of responsibilities, depending on the project:
- Develop, debug and maintain ML and AI software applications written in Python ecosystem, SciKit-Learn, TensorFlow, Keras, PyTorch.
- Design ML and Deep AI Models for different types of data (time series, sales, business data, images, etc.) and different output types (Classification, Regression, Clustering ...).
- Create stream learning models for forecasting, prediction, classification, anomaly detection, etc.
- Investigate the behavior of input and output data numerically.
- Investigate and optimize models performance.
- Solving complex problems with multi-layered data sets, as well as optimizing existing machine learning libraries and frameworks.
- Work within a multidisciplinary team to understand clients business, data, and requirements and develop the appropriate AI or ML solution within our proprietary AI Machine.
Job Details
UrbanSoft Technologies
Urban Soft Technologies is an innovative IT consulting company, founded in 2015. It caters to the retail industry by offering trusted POS solutions to thousands of single and multi-store chains. We also provides software and web development consultancy services regarding industry best practices which maximizes value for investment made by the customers.
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