Data Scientist, Gen AI at Safaricom

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<div class="cc-row"> <div class="cc-row__content cc-columns-count-1" data-bind="class: 'cc-columns-count-' + columns.length"> <div class="cc-column cc-column--default" data-bind="style: { backgroundColor: params.backgroundColor, backgroundImage: backgroundSrc }, class: 'cc-column--' + size()"></p> <div class="cc-column__content"> <div class="component-styling-wrapper-0" data-bind="class: uniqueWrapperClass"> <div class="job-details__section" data-bind=" class: customizationParams.commonParams.cssClass, attr: { id: customizationParams.commonParams.cssId }, customStyles: customizationParams.commonParams, "></p> <h2 class="job-details__description-header text-color-secondary font-family-secondary" data-bind="i18n: 'job-details.job-description-title'">Job Description</h2> <div class="job-details__description-content basic-formatter" data-bind="html: pageData().job.description"> <p>The role holder will be responsible for building scalable AI systems and contribute to the democratization of AI across Safaricom. They will deliver the use-cases identified, while also building data science capacity within organization and business clusters they support.</p> <p>The ideal candidate will be well versed with building AI systems especially GenAI.</p> </div> </div> </div> </div> </div> </div> </div> <div class="cc-row"> <div class="cc-row__content cc-columns-count-1" data-bind="class: 'cc-columns-count-' + columns.length"> <div class="cc-column cc-column--default" data-bind="style: { backgroundColor: params.backgroundColor, backgroundImage: backgroundSrc }, class: 'cc-column--' + size()"></p> <div class="cc-column__content"> <div class="component-styling-wrapper-0" data-bind="class: uniqueWrapperClass"> <div class="job-details__section" data-bind=" class: customizationParams.commonParams.cssClass, attr: { id: customizationParams.commonParams.cssId }, customStyles: customizationParams.commonParams, "></p> <h2 class="job-details__description-header text-color-secondary font-family-secondary" data-bind="i18n: 'job-details.job-responsibilities-title'">Responsibilities</h2> <div class="job-details__description-content basic-formatter" data-bind="html: pageData().job.responsibilities"> <p><strong>Below are the key skills and competencies required to be successful in this role:</strong></p> <p><strong>Automated AI Modelling:</strong></p> <ul> <li>Ability to creatively solve business problems by building AI systems.</li> <li>Ability to Constructively disrupt current business practices using Generative AI (GenAI).</li> <li>Designing and developing scaled (Gen)AI solutions.</li> <li>Show a propensity to collaboratively work with the larger team in the AI tribe to productionize AI algorithms.</li> <li>Being able & willing to stretch yourself to work on other multiple data science projects.</li> <li>Ability to test hypotheses from raw data sets, draw meaningful conclusions, and effectively communicate results verbally, in writing, and through effective visualization</li> <li>Quantify improvements in business areas resulting from the use of algorithms and modelling through A/B testing</li> </ul> <p><strong>Statistical & ML Modelling:</strong></p> <ul> <li>Demonstrate competency in utilizing advanced statistical and machine learning methods and technologies to deliver best-in-class models to support risk decision making.</li> <li>Developing code and automated processes to manipulate high volume, high dimensional data sources, including alternative data, to extract informative patterns, perform exploratory analyses and engineer useful features.</li> <li>Ability to develop machine learning & deployment of models and algorithms from large volumes of structured and/or unstructured data in a commercial /consumer environment in order solve real business problems, taking account of user needs and technology and operational landscape</li> <li>Identifying new analytics trends and opportunities to drive the innovation agenda across business functions</li> </ul> <p><strong>Programming Languages and Big Data Technologies: </strong></p> <p>Along with a strong knowledge of Big Data Technologies, the candidate should have:</p> <ul> <li>Practical skills in GIT version control.</li> <li>Strong hands-on programming skills in Python. Knowledge of SQL, Hadoop/Hive, Spark, and/or Scala.</li> <li>Proficient in  AI libraries in Python (e.g. H2O, SciPy and NLTK, PyTorch etc.)</li> <li>Familiar with leading visualisation tools (e.g. Tableau, Qliksense, QuickSight)</li> <li>Cloud computing, especially AWS</li> </ul> <p><strong>Behavioural Competencies:</strong></p> <ul> <li>Ability to work cross functional teams to translate business issues into potential analytics solutions</li> <li> Excellent communication skills with the ability to document solutions effectively.</li> <li>An analytical mindset to identify patterns and insights from data and business processes.</li> <li>The ability to collaborate with cross-functional teams to assess business needs and develop AI solutions.</li> <li>A self-driven and creative mindset to apply AI methods to solve real issues</li> <li>A problem-solving aptitude.</li> </ul> <p> </p> </div> </div> </div> </div> </div> </div> </div> <div class="cc-row"> <div class="cc-row__content cc-columns-count-1" data-bind="class: 'cc-columns-count-' + columns.length"> <div class="cc-column cc-column--default" data-bind="style: { backgroundColor: params.backgroundColor, backgroundImage: backgroundSrc }, class: 'cc-column--' + size()"></p> <div class="cc-column__content"> <div class="component-styling-wrapper-0" data-bind="class: uniqueWrapperClass"> <div class="job-details__section" data-bind=" class: customizationParams.commonParams.cssClass, attr: { id: customizationParams.commonParams.cssId }, customStyles: customizationParams.commonParams, "></p> <h2 class="job-details__description-header text-color-secondary font-family-secondary" data-bind="i18n: 'job-details.job-qualifications-title'">Qualifications</h2> <div class="job-details__description-content basic-formatter" data-bind="html: pageData().job.qualifications"> <p><strong>Experience & Education you should possess:</strong></p> <ul> <li>A degree in Statistics, Mathematics, Data Science, Computer Science, or a related field.</li> <li>An MSc in a data science related discipline like Mathematics, Statistics, Computer Scientist or Engineering will be an added advantage.</li> <li>3+ years of experience relevant to this role</li> <li>Proven work experience in advanced Gen (AI) techniques, including prompt engineering, LLM implementation, and agent development, with a fundamental knowledge of inner workings.</li> <li>Experience in cloud technologies, generative AI techniques, will be an added advantage.</li> <li>Significant experience in machine learning & deployment of models and algorithms from large volumes of structured and/or unstructured data in a commercial /consumer environment</li> </ul> <p><i><strong>Persons with Disabilities (PwD) and Female candidates are highly encouraged to apply.</strong></i></p> <p> </p> <p><strong><u>How to apply</u></strong></p> <p>If you feel that you are up to the challenge and possess the necessary qualification and experience, kindly proceed to update your candidate profile on the recruitment portal and then Click on the apply button. Remember to attach your resume.</p> </div> </div> </div> </div> </div> </div> </div> <div class="cc-row"> <div class="cc-row__content cc-columns-count-1" data-bind="class: 'cc-columns-count-' + columns.length"> <div class="cc-column cc-column--default" data-bind="style: { backgroundColor: params.backgroundColor, backgroundImage: backgroundSrc }, class: 'cc-column--' + size()"></p> <div class="cc-column__content"></div> </div> </div> </div> <div class="cc-row"> <div class="cc-row__content cc-columns-count-1" data-bind="class: 'cc-columns-count-' + columns.length"> <div class="cc-column cc-column--default" data-bind="style: { backgroundColor: params.backgroundColor, backgroundImage: backgroundSrc }, class: 'cc-column--' + size()"></p> <div class="cc-column__content"> <div class="component-styling-wrapper-0" data-bind="class: uniqueWrapperClass"> <div class="job-details__section" data-bind=" class: customizationParams.commonParams.cssClass, attr: { id: customizationParams.commonParams.cssId }, customStyles: customizationParams.commonParams, "></p> <h2 class="job-details__description-header text-color-secondary font-family-secondary" data-bind="i18n: 'job-details.employer-description-title'">About Us</h2> <div class="job-details__description-content basic-formatter" data-bind="html: pageData().job.corporateDescription">We are the leading telecommunication company in East Africa. Our purpose is to transform lives by connecting people to people, people to opportunities and people to information. We keep over 42 million customers connected and play a critical role in the society, supporting over one million jobs both directly and indirectly while our total economic value was estimated at KES 362 Billion ($ 3.2 billion) for the 12 months through March 2021. We are listed on the Nairobi Securities Exchange (NSE) and with annual revenues of close to KES 298 Billion ($2.5 billion) as at March 2022. We were founded in 1997 as a fully owned subsidiary of Telkom Kenya before a 40 percent acquisition by <a href="" target="_blank" rel="nofollow noopener">Vodafone Group</a> PLC in May 2000, and a public offering of 25 percent shares through the NSE in 2008. Under the management of Vodafone Group PLC, we welcomed Michael Joseph, as our first CEO, a few months later in July of 2000. He led the company’s growth to accommodate 16.71 million subscribers from the previous 20,000, largely owing to innovative products like M-PESA in 2007.</div> </div> </div> </div> </div> </div> </div> <div data-bind="html: pageData().job.corporateDescription"></div> <div data-bind="html: pageData().job.corporateDescription">Interested applicants can apply via <a href="" target="_blank" rel="noopener">this link</a>.</div>

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Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

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Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

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Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

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Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

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This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...