Principal/Staff Data Scientist

4 days ago

Islamabad, Islamabad, Pakistan 10Pearls Full time
Company Overview

10Pearls is an end-to-end digital technology services partner helping businesses utilize technology as a competitive advantage. We help our customers digitalize their existing business, build innovative new products, and augment their existing teams with high-performance team members. Our broad expertise in product management, user experience/design, cloud architecture, software development, data insights and intelligence, cybersecurity, emerging tech, and quality assurance ensures that we are delivering solutions that address business needs. 10Pearls is proud to have a diverse clientele including large enterprises, SMBs, and high-growth startups. We work with clients across industries, including healthcare/life sciences, education, energy, communications/media, financial services, and hi-tech. Our many long-term, successful partnerships are built upon trust, integrity, and successful delivery and execution.

Role

As a Principal/Staff Data Scientist you will spearhead advanced analytics initiatives, leveraging data-driven insights to optimize exploration, production, and operational efficiency. Your role involves building predictive models, deploying machine learning algorithms, and leading a team to solve complex challenges unique to the industry.

Responsibilities
  • Lead the design and implementation of end-to-end data science projects, from defining business problems to deploying advanced machine learning models at scale.
  • Architect and build predictive models, statistical algorithms, and machine learning systems to solve complex business challenges and enhance decision-making
  • Provide technical leadership and mentorship to junior data scientists, promoting best practices and guiding technical development across the team
  • Innovate new methodologies in machine learning and AI, staying at the forefront of emerging tools, techniques, and industry trends
  • Lead cross-functional teams, ensuring alignment and seamless integration between data science, engineering, and business teams
  • Implement robust data governance, validation, and quality assurance processes to ensure the integrity and reliability of data science outputs
  • Partner with data engineering and IT teams to build scalable, automated data pipelines that support data science initiatives
  • Present complex data insights and machine learning results to non-technical stakeholders, ensuring clarity and business relevance
  • Drive the design and execution of experiments, A/B tests, and statistical analyses to measure and optimize the impact of data-driven decisions.
  • Ensure compliance with regulatory requirements, data security, and governance protocols when building scalable data science solutions.
  • Understand client needs and provide tailored, strategic solutions that align with business objectives
  • Build strong relationships by clearly communicating technical concepts and managing expectations
  • Actively participate in recruiting top technical talent for the team
  • Collaborate with the sales team in presales activities, identifying client needs, providing technical expertise, and crafting data-driven solutions to meet business requirements
  • Define and implement data strategies to support exploration, drilling, and production business goals
  • Oversee data collection, cleaning, and integration from diverse sources (e.g., seismic, production logs, IoT sensors, SCADA systems)
  • Ensure data accuracy, consistency, and security while adhering to industry compliance standards
  • Design and implement advanced machine learning models (e.g., predictive maintenance, reservoir simulations, production optimization)
  • Develop algorithms for seismic data interpretation, reservoir characterization, and well-performance forecasting
  • Optimize workflows using natural language processing (NLP) for unstructured data, such as drilling reports and maintenance logs
  • Conduct exploratory data analysis (EDA) to identify trends, anomalies, and optimization opportunities
  • Utilize geospatial analysis and geostatistical techniques to interpret geological and geophysical data
  • Implement real-time data analytics for drilling, well monitoring, and production enhancement
  • Lead the adoption of cloud-based data platforms (e.g., Azure, AWS, Google Cloud) for scalable computation
  • Drive automation of repetitive tasks using advanced scripting and machine learning pipelines.
  • Mentor junior data scientists and engineers, fostering a culture of innovation and excellence
  • Collaborate with engineers, geophysicists, and reservoir managers to translate business challenges into data science solutions
  • Communicate technical findings to non-technical stakeholders through visualizations and reports
  • Develop optimization models for energy efficiency, cost reduction, and supply chain logistics
  • Enhance drilling accuracy and reduce downtime through predictive analytics for equipment maintenance
  • Implement risk assessment models to improve safety and compliance standards
  • Expertise in Python, R, MATLAB, and SQL for statistical modelling and data analysis
  • Proficient in machine learning libraries (e.g., TensorFlow, PyTorch, Scikit-learn) and big data tools (e.g., Hadoop, Spark)
  • Hands-on experience with visualization tools like Power BI, Tableau, or D3.js
  • Familiarity with domain-specific software like Petrel, Schlumberger, or Halliburton's Decision Space.

Requirements
  • Advanced degree (master's or PhD) in Data Science, Computer Science, or a related field.
  • 7+ years of experience in data science
  • Demonstrated success in leading data-driven projects
  • Deep knowledge of machine learning and statistical modelling
  • Strong programming and data engineering skills.
  • Excellent problem-solving and communication abilities
  • Proven track record of innovation in multiple industries

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