Job description

We are looking for an experienced and skilled Machine Learning Architect to design, develop, and deploy our ML-based projects, which will accelerate our digital transformation. As part of our team, your responsibility will encompass the whole machine learning pipeline, including data pre-processing and post-processing, selecting and architecting training models, and supporting implementation.

Job Responsibilities:

• Collaborate with business stakeholders to identify opportunities where machine learning projects can deliver value.

• Collect and preprocess data sets from various sources and integrate them into our proprietary platforms.

• Develop predictive models from data, including extensive exploratory data analysis, model developments for various business use cases, and report performance feedback of models.

• Perform statistical analysis and constantly monitor the effectiveness of the deployed models.

• Stay current with advancements in data science and machine learning technologies and assess implications to our environment.

• Analyze, architect, and implement appropriate machine learning infrastructure for data processing.

• Provide mentoring and guidance to junior data teams and internal stakeholders.

• Partner with security and IT to ensure data privacy and security.

• Architect and deploy machine learning and AI models in collaboration with teams that build scalable systems and monitor data.

Job Requirements:

• Experience in designing ML algorithms and packaging to execute on scalable platforms in products

• Advanced experience in scripting languages such as Python and R.

• Experience with supervised and unsupervised group techniques and dimension reduction methods, decision trees, random trees, boosted decision trees, neural networks, deep learning, reinforcement learning, and clustering methods.

• Additionally, experience with one or more big data processing technologies (such as Hadoop or Spark) and model deployment platform frameworks.

• Excellent problem-solving skills and the ability to prioritize tasks and assignments.

• Ability to clearly and effectively present information and work collaboratively with stakeholders.

• Excellent team management, project management, and customer experience development skills

Candidates who apply with relevant experience will be preferred.

Job Type: Full-time

Schedule:

• Monday to Friday

Experience:

• Python: 7 years (Preferred)
• Machine Learning: 10 years (Preferred)

Work Location: On the road

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