Data Scientist Iii

2 weeks ago

Cape Town, South Africa AECOM Full time

At AECOM, we’re delivering a better world.

We believe infrastructure creates opportunity for everyone. Whether it’s improving your commute, keeping the lights on, providing access to clean water or transforming skylines, our work helps people and communities thrive.

Our clients trust us to bring together the best people, ideas, technical expertise and digital solutions to our work in transportation, buildings, water, the environment and new energy. We’re one global team - 47,000 strong - driven by a common purpose to deliver a better world.

Here, you will have freedom to grow in a world of opportunity.

Key Responsibilities

+ Work with Engineers or other stakeholders to identify key metrics and opportunities for improving business processes, products, and services

+ Coordinate with different functional teams to implement models and monitor outcomes

+ Build, deploy, and maintain data management systems and back-end data infrastructure for business intelligence pipeline

+ Assess the effectiveness of data sources and data-gathering techniques and improve data collection methods

+ Perform data mining, exploration, and analysis

+ Create data visualizations, reports, dashboards, and data audits

+ Design, train, and implement machine learning algorithms

+ Leverage predictive models to optimize customer experiences

+ Creating automated anomaly detection

Minimum Requirements

+ 5-7 years of experience

+ Experience in developing models and algorithms using Python

+ Experience with databases like SQL Server, MySQL, PostgreSQL, MongoDB etc. for handling large data sets as well as experience working with statistical analyses, data washing and statistical filtering

+ Experience with version control tools Git / GitHub

+ Knowledge of data science toolkits such as R, NumPy, and MatLab

+ Expertise in data mining and machine learning

+ Working knowledge of statistical models and business intelligence

+ Familiarity with cloud-based infrastructure

+ Ability to store and process unstructured data with NoSQL databases and machine learning models

+ Experience with big data analytics technologies such as Spark and Hadoop

+ Experience with data visualization tools such as D3.js and Tableau

+ Business acumen and client facing experience will be a plus

**+ Coding knowledge and experience with several languages**: C, C++, Java, JavaScript, etc.

+ Good scripting and programming skills

+ Experience using web service

Preferred Qualifications

+ Bachelor's degree in data science, data analytics, or related field

+ Master’s degree or Ph.D. in a quantitative field, such as statistics, computer science, mathematics, or engineering

What We Offer

We will give you the flexibility you need to do your best work with hybrid work options. Whether you’re working from an AECOM office, remote location or at a client site, you will be working in a dynamic environment where your integrity, entrepreneurial spirit and pioneering mindset are championed.

You will help us foster a culture of equity, diversity and inclusion - a safe and respectful workplace, where we invite everyone to bring their whole selves to work using their unique talents, backgrounds and expertise to create transformational outcomes for our clients.

We will encourage you to grow and develop your career with us through our technical and professional development programs and diverse career opportunities. We believe in leadership at all levels. No matter where you sit in the organization you can make a lasting impact on the projects you work on, the teams and committees you join and our business.

We offer competitive pay and benefits, well-being programs to support you and your family, and the development resources you need to advance your career.

When you join us, you will connect and collaborate with a global network of experts - planners, designers, engineers, scientists, consultants, program and construction managers - leading the change toward a more sustainable and equitable future. Join us and let’s get started.

As an Equal Opportunity Employer, we believe in each person’s potential, and we’ll help you reach yours.

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