Posted Sep 15, 2024 156 views
Main Responsibilities:
- Work with stakeholders to understand their needs and translate them into technical requirements: This includes understanding the business goals of the stakeholders, and identifying the data that is needed to achieve those goals.
- Develop and implement data science solutions: This includes using statistical and machine learning techniques to extract insights from data and develop models that can be used to predict future outcomes or prescribe actions.
- Evaluate the performance of data science solutions: This includes tracking the accuracy of predictions and the effectiveness of recommendations.
- Perform advanced data analysis and develop sophisticated predictive and prescriptive models: This includes using statistical and machine learning techniques to extract insights from data and develop models that can be used to predict future outcomes or prescribe actions.
- Explore and preprocess data to ensure data quality and suitability for analysis: This includes cleaning, formatting, and transforming data to make it ready for analysis.
- Develop and deploy machine learning models into production environments: This includes making sure that machine learning models are working properly and that they can be used to make predictions or recommendations in real time.
- Mentor and guide data scientists and promote knowledge sharing: This includes sharing knowledge and expertise with other data scientists, and helping them develop their skills and knowledge.
- Deliver measurable business value through data-driven insights and recommendations: This includes using data science to identify opportunities to improve the business, and developing and implementing solutions that can help the business achieve its goals.
- Conducting data analysis
- Developing data visualizations
- Integrating data with other applications
- Troubleshooting data problems
- Stay abreast of the latest data science advancements and industry trends
- Writing data documentation
- Promote the use of data science within the organization
Qualifications, Experience, and Skills:
- Bachelor's degree in computer science, statistics, mathematics or a related field (preferred)
- Minimum 3+ years of experience in the relevant field.
- Proven experience in ETL/ELT, Oracle Data Integrator (ODI) is preferred.
- Strong analytical thinking and problem-solving capabilities
- Effective communication and interpersonal skills
- Strong SQL queries, data modelling concepts are mandatory.
- Data mining through state-of-the-art methods.
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
Job Details
Pakistan Single Window
Pakistan Single Window (PSW) is an ICT-based system in Pakistan providing a single window for trade. PSW is a facility that allows parties involved in trade and transport to lodge standardized information and documents at a single-entry point to fulfill all import, export, and transit-related regulatory requirements. If information is electronic, then individual data elements need to be submitted only once. PSW will connect relevant government departments with each other and with economic operators like importers, exporters, customs agents, shipping agents, transporters etc, in Pakistan for efficient management of cross border trade. It will provide the ease and transparency in achieving compliance with relevant regulatory requirements, through an on-line facility, that will intelligently handle the information for each transaction without the need to provide same information more than once or to physically visit such government departments. Pakistan has committed to implement various provisions of World Trade Organization’s (WTO) Trade Facilitation Agreement that includes implementation of a National Single Window (NSW) system before February, 2022. Pakistan also needs PSW implementation to overhaul management of its external trade for reducing time, cost and complexity involved to improve its position in various global rankings on competitiveness and ease of doing business. Guiding vision and mission objectives: VISION: Pakistan will establish a world-class automated hub by 2022, offering services and creating efficiencies, to reduce cross border trade related costs, time and complications for improved trade facilitation and compliance. MISSION: Improve cross-border trader processing by providing centralized ICT based services, simplified processes, effective and reliable automation, harmonized data exchange and risk-based selectivity in enforcement of government’s regulations.
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