Fictiv

Senior Data Scientist

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As a Senior Data Scientist at Fictiv, you will be a key driver in identifying and solving complex business challenges using data. You will partner with stakeholders across Operations, Supply Chain, Finance, Product, and Engineering to define problems, explore opportunities for optimization, and design data science solutions that improve efficiency, scalability, and profitability. This hands-on, impact-oriented role involves taking projects from ideation through deployment, including data exploration, feature engineering, model development, validation, and integration into production workflows, directly influencing Fictiv’s ability to operate more efficiently, innovate faster, and deliver value.

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<h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">This role is based in our Oakland, CA office, with 2-3 days per week required in the office</h3><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Impact In This Role</h3>As a Senior Data Scientist, you will be a key driver in identifying and solving complex business challenges using data. You will partner with stakeholders across Operations, Supply Chain, Finance, Product, and Engineering to define problems, explore opportunities for optimization, and design data science solutions that improve efficiency, scalability, and profitability. You’ll take projects from ideation through deployment — including data exploration, feature engineering, model development, validation, and integration into production workflows.This is a hands-on, impact-oriented role where you will work directly with business and technical partners to develop predictive models, optimization frameworks, and AI-driven tools that enhance Fictiv’s core operations — from scheduling and vendor capacity management to pricing, costing, and workflow automation. You’ll also ensure that data science initiatives are built on sound statistical foundations, follow best practices, and deliver meaningful, interpretable outcomes.In addition, you’ll collaborate with the Data Analytics Manager and the broader Data Engineering & Analytics team to scale Fictiv’s data capabilities. You’ll mentor peers, contribute to the development of shared methodologies, and help establish standards for modeling, experimentation, and data quality across the organization. Your work will directly influence Fictiv’s ability to operate more efficiently, innovate faster, and deliver value to both customers and manufacturing partners.You will report to the Data Analytics Manager.<h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">What You’ll Be Doing</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">Lead the scoping, planning, and delivery of high-impact data science projects that address complex business challenges across pricing, supply chain, scheduling, and manufacturing operations</li><li class="leading-relaxed">Serve as the subject matter expert on data-driven modeling and machine learning techniques</li><li class="leading-relaxed">Design, develop, and deploy predictive and prescriptive models that enable smarter decision-making, improve forecasting accuracy, and drive automation across business workflows</li><li class="leading-relaxed">Partner with cross-functional leaders in Operations, Finance, Product, and Engineering to identify opportunities where data science can create a measurable impact and translate those opportunities into scalable solutions</li><li class="leading-relaxed">Contribute to the standardization of data science best practices, including model governance, experimentation design, and statistical validation frameworks</li><li class="leading-relaxed">Guide the organization in applying proper statistical standards to A/B and multivariate tests, ensuring experiments are well-designed, results are accurately interpreted, and findings are reproducible and actionable</li><li class="leading-relaxed">Partner with the AI Research Group to prototype and implement AI-driven solutions to improve workflow efficiency, including intelligent pricing systems, predictive maintenance, and process automation</li><li class="leading-relaxed">Prepare, clean, and transform complex datasets to support advanced modeling and AI initiatives, including generating synthetic, anonymized, or simulated data as needed to train or validate machine learning and reinforcement learning systems</li><li class="leading-relaxed">Collaborate with Data Engineering to ensure high-quality, reliable data pipelines and feature sets that support advanced analytics and model development</li><li class="leading-relaxed">Mentor and guide analysts and junior data scientists, helping elevate modeling rigor, data storytelling, and analytical thinking across the organization</li><li class="leading-relaxed">Work closely with product managers and engineering teams to integrate data science capabilities into Fictiv’s digital platform and operational tools</li><li class="leading-relaxed">Communicate results clearly and effectively to both technical and non-technical stakeholders, providing actionable insights and recommendations that influence strategic decisions</li><li class="leading-relaxed">Document modeling approaches, assumptions, and methodologies to ensure reproducibility and transparency of results</li><li class="leading-relaxed">Thrive in a collaborative environment — open to feedback, discussion, and iteration in pursuit of the best solutions</li></ul><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Desired Traits</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">M.S. in Data Science, Computer Science, Statistics, Applied Mathematics, Operations Research, or a related quantitative field (Ph.D. preferred)</li><li class="leading-relaxed">10+ years of experience in data science and machine learning with a proven track record of delivering measurable business impact</li><li class="leading-relaxed">Hands-on experience with machine learning algorithms (e.g., regression, classification, clustering, forecasting, reinforcement learning) and model evaluation frameworks</li><li class="leading-relaxed">Hands-on experience preparing and curating datasets for machine learning or AI research, including cleaning, transformation, labeling, and creation of synthetic or anonymized data for model training or simulation purposes</li><li class="leading-relaxed">Demonstrated experience in experimental design, hypothesis testing, and A/B test evaluation, with a clear understanding of sampling, control groups, and significance testing in applied business contexts</li><li class="leading-relaxed">Demonstrated expertise in Python (pandas, numpy, scikit-learn, etc.) and SQL, with the ability to design efficient data pipelines and feature engineering workflows</li><li class="leading-relaxed">Strong background in data exploration, feature engineering, and model validation, with the ability to design experiments and evaluate model performance rigorously</li><li class="leading-relaxed">Demonstrated skill in developing and operationalizing ML-driven solutions that enhance business workflows while ensuring models are interpretable and scalable</li><li class="leading-relaxed">Experience working with modern data platforms such as Snowflake, Fivetran, or dbt, and integrating models into BI or operational systems (e.g., Sigma, Tableau, Power BI)</li><li class="leading-relaxed">Strong understanding of data warehousing concepts, dimensional modeling, and data governance principles</li><li class="leading-relaxed">Demonstrated ability to perform root cause analysis and use data-driven reasoning to identify opportunities for process improvement or risk mitigation</li><li class="leading-relaxed">Experience developing predictive and prescriptive models for pricing, demand forecasting, workflow automation, or vendor performance optimization is highly desirable</li><li class="leading-relaxed">Demonstrated ability to perform root cause analysis and use data-driven reasoning to identify opportunities for process improvement or risk mitigation</li><li class="leading-relaxed">Experience applying advanced analytics, predictive modeling, or optimization techniques within manufacturing, supply chain, logistics, or operations-focused environments is a plus</li><li class="leading-relaxed">Demonstrated ability to translate ambiguous business problems into structured data science solutions, from hypothesis through implementation</li><li class="leading-relaxed">Working knowledge of data and analytics architecture, data warehousing concepts, and data governance best practices</li><li class="leading-relaxed">Proven ability to lead and coordinate cross-functional initiatives, communicating effectively with engineering, product, and business stakeholders</li><li class="leading-relaxed">Familiarity with operations research techniques (linear programming, simulation, constraint optimization) and their application to scheduling, resource allocation, and capacity management is a plus</li><li class="leading-relaxed">Ability to manage multiple projects simultaneously, operate independently, and thrive in a fast-paced, collaborative environment</li><li class="leading-relaxed">Excellent leadership and collaboration skills, with experience mentoring junior data scientists or analysts and leading large, cross-functional initiatives</li><li class="leading-relaxed">Passionate about learning new technologies, staying current with emerging AI methods, and applying them pragmatically to create business value</li><li class="leading-relaxed">Excellent communication skills — able to present technical findings clearly to both executives and technical audiences</li><li class="leading-relaxed">Ability to work effectively across time zones and communicate fluently in professional English, both written and verbal</li></ul><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Travel</h3>Ability to travel and work in an office up to 50% of the time<h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Physical Demands</h3>The physical demands described here are representative of those that an employee must meet to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform these functions.While performing this job, the employee must sit, walk, talk, and hear; use hands to type, fingers to handle, and feel; stoop, kneel, crouch, twist, crawl, reach, and stretch.Salary Range: $220,000 to $240,000 per year

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ONI is dedicated to advancing scientific discovery and combating diseases by enabling visualization and understanding of microscopic life. The company seeks an enthusiastic Senior Software Test Engineer in Oxford to join their pioneering team. This role involves developing and executing software test plans, designing and managing test cases, performing various types of testing, leading release testing, identifying and reporting bugs, contributing to test automation, and collaborating with product managers to enhance product quality and team productivity.

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At ONI, we are driven by a profound mission: to propel scientific discovery and combat diseases by granting everyone the ability to visualize, comprehend, and share the intricate microscopic details of life. Our revolutionary Nanoimager stands at the forefront of advancing cellular studies on a molecular level, making substantial contributions to the evolution of scientific knowledge.We dedicate ourselves to broadening the realms of human potential, and we are actively seeking an enthusiastic and devoted Senior Software Test Engineer to join our pioneering team. We believe in the power of relentless curiosity and the pursuit of excellence, and we invite you to join us in shaping the future of scientific exploration and healthcare breakthroughs.<h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Your Role at ONI:</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">Develop and execute software test plans, produce software test reports.</li><li class="leading-relaxed">Design, implement, and manage test plans, manual and automated test cases based on product requirements and technical specifications.</li><li class="leading-relaxed">Perform functional, regression, integration, performance and user acceptance testing to identify defects and ensure our products meet high-quality standards.</li><li class="leading-relaxed">Lead release testing activities</li><li class="leading-relaxed">Identify and report bugs, and work with the team to troubleshoot issues and ensure timely resolution.</li><li class="leading-relaxed">Contribute to building/extending test automation framework and tools that integrate our desktop, browser and cloud systems.</li><li class="leading-relaxed">Collaborate with product managers to understand requirements and design test cases that adequately test features in a way that is representative of real use cases.</li><li class="leading-relaxed">Continuously improve QA processes and procedures to enhance overall product quality and team productivity.</li></ul><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Essential skills and qualifications:</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">Bachelor’s degree in Computer Science, Engineering, or related field (or equivalent experience).</li><li class="leading-relaxed">Minimum of 5 years as a Software Test/QA Engineer or similar role in software development.</li><li class="leading-relaxed">Hands-on experience with both white box and black box testing for desktop, browser, and cloud software.</li><li class="leading-relaxed">Experience of testing embedded software/hardware in the loop.</li><li class="leading-relaxed">Experience working in Agile/SCRUM software development.</li><li class="leading-relaxed">Excellent documentation skills - test cases, defect reports, test execution reports.</li><li class="leading-relaxed">Excellent analytical and problem-solving skills with meticulous attention to detail.</li><li class="leading-relaxed">Strong communication skills and ability to collaborate effectively in a team environment.</li></ul><h3 class="text-xl md:text-2xl font-bold mt-8 mb-3 text-gray-800">Desired skills and qualifications:</h3><ul class="list-disc list-inside my-5 pl-5 space-y-2 text-gray-700"><li class="leading-relaxed">Experience in life sciences industry</li><li class="leading-relaxed">Experience in the Product Owner role or SCRUM Master role</li><li class="leading-relaxed">Experience in at least one of the following: Python/JavaScript/Java/Gherkin</li><li class="leading-relaxed">Experience in BDD automation testing (Cucumber) or E2E testing using Cypress/Playwright/etc</li><li class="leading-relaxed">ISTQB Certified Foundation Tester</li></ul>At ONI, we understand that a fulfilling career involves more than just challenging work - it's about enjoying a well-rounded experience. When you become a part of our team, you not only contribute to groundbreaking research but also enjoy a range of benefits designed to enhance your life both inside and outside the workplace.As an equal opportunity employer, we prioritize fairness and respect, ensuring every team member thrives regardless of their background. But that's not all - our perks include:💰 Competitive Compensation We recognise and reward your talent. Enjoy a competitive salary that reflects your expertise and contributions, ensuring your hard work is recognized.🌴 Time Off That Counts 28 days of annual leave plus bank holidays and 4 dedicated wellbeing days!💪 Onsite Gym Facilities Stay active and energized with our convenient onsite gym, promoting your overall health.🩺 Private Healthcare and Dental Coverage Your health matters to us. Access top-notch medical and dental services, ensuring your well-being is in good hands.🤝 Inclusive Culture Be a valued member of our diverse, inclusive family. Your unique perspective is celebrated here, fostering a culture of mutual respect and understanding.🧠 Health Assured Your mental health is essential. Access our comprehensive mental health support services for a balanced work-life experience.🏦 People’s Pension Secure your future with our pension scheme, investing in your financial well-being beyond the workplace.🎁 Perks at Work Enjoy exclusive discounts and deals through our perks at work program, adding value to your everyday life.If you are driven by innovation, eager to make a significant impact in the realm of scientific and medical research, and possess the skills and passion we are looking for, we invite you to apply and be a part of our mission to improve our understanding of the details of life.We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.

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This assessment gives us an idea of your C++ skills- Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc.- 10 Multiple Choice questions- Average time to complete: 7 to 10 minutes

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