Posted Sep 30, 2024 290 views
Main Responsibilities:
- 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.
- Design and conduct experiments and A/B tests to validate hypotheses and assess model performance: This includes designing experiments to test the effectiveness of different approaches to data analysis and machine learning.
- 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.
- Collaborate with other teams to apply data science to solve complex business problems: This includes working with stakeholders to understand their needs, and developing data-driven solutions that can help them achieve their goals.
- 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 Qualification
Experience, and Skills:
- Bachelor's degree in computer science, statistics, mathematics or a related field (preferred)
- Minimum 0-3 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 modeling concepts are mandatory.
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
- Experience working with ML/DL frameworks like Scikit-Learn, TensorFlow, Keras, PyTorch, etc
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests, proper usage, etc.) and experience with applications.
- Expert knowledge and Experience in working on conventional Computational Linguistics problems such as Syntactic Processing, Word Sense Disambiguation, Context-Free grammar, Lexical Semantics, Quantification, Plurality, etc.
- Experience using statistical computer languages (Python, SQL, etc.) to manipulate data and draw insights from large data sets.
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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