Machine Learning Consultant

4 days ago


Singapore SOURCED (SINGAPORE) PTE. LTD. Full time

**About Sourced**

Sourced has joined the recently launched Amdocs Cloud division. Amdocs is a leading provider of software and services to over 350+ communications and media companies. Sourced were acquired for their deep expertise in public cloud and highly regulated industries. We are excited to continue the Sourced journey and leverage Amdocs’ scale to further accelerate our growth.

Together we deliver global cloud transformation consultancy services that help enterprises make the most of cloud services at scale with a focus on security, governance, and compliance. With global offices, we deliver professional services for securing, migrating, and managing the cloud infrastructure of large enterprise customers. We specialize in configuration management, automation, cloud computing, and data management for a wide range of industries, including financial services, media, transport, and telecommunications companies. By utilizing our proven deployment frameworks, and trusted design patterns, we work with the largest and most security-conscious organizations to unlock innovation through cloud computing.

We are proud to be a global top-tier partner with all three major public cloud providers, including AWS, Microsoft and Google.

**Sourced Values**

Integrity, Innovation, Service, Quality, Humility, Sustainability

**What you'll be responsible for.**:

- Implement machine learning algorithms and build production-grade end-to-end analytics solutions to solve business challenges together with Data Scientists and business team.
- Creation of blueprint and reference architecture for various machine learning use cases.
- Machine Learning Operations: from algorithm development, and model training to deployment using orchestration & versioning
- Blue/Green Deployment of Machine Learning models drift detection and automated model retraining.

**What you will bring to the role..**:

- Bachelor’s or Master’s Degree in Software Engineering, Computer Science, or related fields
- 5 to 10 years of experience in the industry (ideally banking, eCommerce, telecoms, retail, and consulting) with a demonstrated track record of leveraging advanced analytics to achieve business impact.
- Excellent understanding of software engineering principles and design patterns.
- Familiar with tools such as Anaconda, Jupyter, R Studio, Jira, Git, SVN, Jenkins, etc
- Great programming skills in languages Python (Pandas, Scikit-learn, XGBoost, SparkML, etc), R (Caret etc ), and Java
- Experience with major algorithms (Regression, Classification, Clustering, PCA ), Deep Learning architectures (CNN, RNN, LSTM ), and frameworks (MxNet, TensorFlow, PyTorch), preferably using Cloud services (Amazon SageMaker, Azure Machine Learning)
- Familiar with industry paradigms and standards for model development, validation, and testing and have developed and implemented large-scale machine learning solutions from end to end.
- Strong in problem-solving, being resourceful with end-to-end critical thinking to find out solutions even in unfamiliar scenarios.
- Good communication and project management skills.
- Demonstrated strong interest in learning about Analytics, Machine Learning & AI through own initiatives

**Why Sourced?**:
Sourced offers huge growth opportunities in an innovative, collaborative and inclusive environment. We have regular team social events, individual career development plans, supportive management and team members, a training budget to utilise every year, monthly educational workshops, and global relocation packages We provide opportunities to work on challenging technology solutions, whilst encouraging and aiding the ongoing professional development of our team.
- Sourced Group is an equal opportunity employer committed to creating a safe, diverse and inclusive environment. We encourage qualified applicants of all backgrounds including ethnicity, religion, disability status, gender identity, sexual orientation, family status, age, nationality, and education levels to apply. If you are contacted for an interview and require accommodation during the interviewing process, please let us know._



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