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Let’s say that your company is running a standard control and variant AB test on a feature to increase conversion rates on the landing page. The PM checks the results and finds a .04 p-value.

How would you assess the validity of the result?

Experiment Validity

In an A/B test, how can you check if assignment to the various buckets was truly random?

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

Random Bucketing

Suppose there exists a new airline named Jetco that flies domestically across North America. Jetco recently had a study commissioned that tested the boarding time of every airline, and it came out that Jetco had the fastest average boarding times of any airline.

What factors could have biased this result, and what would you look into?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

Boarding Times Bias

A new airline came out as the fastest average boarding times compared to other airlines.  What factors could have biased this result and what would you look into?

Basf Salaries by Position

<h3>As a Senior Research Scientist, Analytical Chemist, you create chemistry by...</h3><ul><li>Developing and implementing detailed, often complex, analytical R&D programs consistent with approved business cases for active ingredients and formulations.</li><li>Leading and assisting in designing and executing analytical procedures for both Good Laboratory Practices (GLP) and non-GLP analysis of active ingredients and formulation inerts.</li><li>Developing and validating analytical methods to acquire, interpret and report the necessary data to advance the formulation development program and satisfy global regulatory requirements.</li><li>Liaising closely with stakeholders from Sales, Marketing, Biology, Regulatory, Operations and the global team to understand business needs and determine the best analytical development path forward.</li><li>Communicating the status of analytical development and projects through technical reports, presentations, and documents for regulatory submission.</li><li>Providing technical and commercial support for after-market launches to resolve product performance issues that might affect company relations with customers or regulatory agencies.</li><li>Utilizing existing and implementing new analytical technologies within a development program to foster innovation across the analytical and formulation community.</li><li>Participating in the scale-up and launch of the developed products by transferring analytical know-how to Regulatory and Manufacturing as part of Product Launch Excellence.</li></ul><h3>If you have...</h3><ul><li>Ph.D. in a scientific discipline such as chemistry or biology, plus 2 years of practical industrial experience in an R&D environment; or MS with 6 years of industrial experience; or BS with 8 years industrial experience.</li><li>Analytical Development and Product Characterization experience, preferably in Crop Protection (related industries are acceptable).</li><li>Thorough knowledge of analytical technologies in Separation Science including GC, GC/MS, HPLC, and HPLC/MS.</li><li>Experience working in a GLP environment and knowledge of regulatory guidelines (e.g. EPA, OECD, EU, IBAMA, SANCO, CIPAC etc.).</li><li>Proven ability to lead, plan, coordinate, and complete analytical projects on difficult problems with cross-functional teams.</li><li>Track record of generating innovation and application of cutting-edge technology.</li><li>Serious safety focus, attention to detail, problem-solving and decision-making skills.</li><li>Strong written and verbal communication and presentation skills.</li><li>Proficient computer skills and experience using various IT systems and databases relevant to analytical technology (Chemstation, OpenLab, EZChrom, etc.).</li></ul><h3>Create your own chemistry with you@BASF</h3>At BASF, you will have the chance to do meaningful work towards building a more sustainable future. In addition to competitive compensation and benefits, BASF provides you with access to a wide range of elements to help you be your best. It’s what we call you@BASF. We are committed to providing benefits, programs, and opportunities that support our employees’ overall well-being, personal growth, and a safe, collaborative, and inclusive work environment.<h3>About us</h3>As one of the largest chemical companies in North America we have been finding solutions for your everyday needs and addressing the most complex economic, environmental, and sustainability challenges for more than 150 years!At BASF we empower our employees with the tools, guidance and opportunities they need to advance and succeed in work and life. Giving you the support you need to be your best and fulfill your personal ambitions is what helps us create chemistry. After all, our success is linked to yours. Whatever path you envision, BASF is a great place to build a rewarding, successful career.<h3>Privacy statement</h3>BASF takes security & data privacy very seriously. We will never request financial information of any kind via email, private text message or direct message on any social media platform or job board. Furthermore, we will never send a candidate a check for equipment or request any type of payment during the job application process. If you have experienced any of the above, please contact myhr@basf.com to report fraud.<h3>Equal employment opportunities</h3>We are an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, age, citizenship, color, religion, sex, marital status, national origin, disability status, gender identity or expression, protected veteran status, or any other characteristic protected by law. Applicants must be currently authorized to work in the United States on a full-time basis.
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Now hiring! Product Manager - Standard AminesHouston, TX or Florham Park, NJ (Hybrid)Relocation assistanceWe are looking for a Product Manager to join our Intermediates team in Houston, TX or Florham Park, NJ.Come create chemistry with us!With more than 600 products in its portfolio, in particular amines, diols, polyalcohols, acids and specialties, the Intermediates division offers innovative solutions for a wide range of industries - from coatings and plastics to pharmaceuticals and crop protection.Reporting to the Business Director at our Florham Park or Houston Energy Tower offices, you will successfully optimize two manufacturing assets within the Standard Amines portfolio. Acting as the key interface to Sales, Customer Care, Supply Chain, Manufacturing, Procurement, R&D, Product Stewardship and Legal in North America (US, Mexico, Canada), you will be an active team player optimizing the profitability of your product portfolio, which represents currently ca. $60M sales based on assets at our biggest North American production site at Geismar, LA, and select imports from production facilities abroad as defined in our Import Strategy.As a Product Manager - Standard Amines, you create chemistry by...* Managing the product portfolio such that it earns a premium on the cost of capital. While developing plans for investment projects to support market growth according to the SBU strategy.* Being responsible for product pricing and margin management; i.e. pricing strategy, applied pricing models, costs analysis, and budget planning.* Understanding the regional market structure's economics, growth, trends, opportunities, value chain, customers and competitive environment.* Implementing and managing the regional development, and commercial strategies for product portfolio; i.e. product positioning and business plan development and execution.* Guiding the sales force relative to product pricing and positioning, contract negotiations, competitive/market information, crisis management, customer/product action plans, and customer communications to align with the business/product strategies.* Actively driving continuous improvements of cost, production, quality, supply chain, and service levels focused on competitiveness, financial performance, and operational excellence.* Driving product portfolio management, including launching, repositioning, quality, packaging, management of change, and withdrawal. Supporting innovation processes for the product portfolio.* Working with the Customer Care, Manufacturing, Supply Chain, Procurement, R&D, and Regulatory organizations to successfully deliver business plan targets. Coordinating with the Supply Chain team to achieve operational strategies relative to demand planning (APO), product allocation, and inventory management.* Following up on new leads and opportunities, prioritize projects and commercialize projects to bring new sales each year.* Managing the distribution network, including identifying and selecting the right distribution partners, financial target setting, training and technical service as needed to help them succeed.If you...* Hold a Bachelor's degree in Chemical Engineering, Chemistry or closely related field.* Possess 7+ years of industry experience in Marketing, Sales or Product Management. Along with strong skills relative to project coordination, time management, multi-tasking, and delivering on commitments.* Have a solid understanding of supply chain principles and systems.* Possess excellent analytical, strategic thinking and communication skills.* Count with a solid business and financial acumen and deep knowledge of value chains in markets served by the chemical industry.* Are able to work collaborating across the organization utilizing your interpersonal communication skills such as: negotiation, influencing, presentation, reporting.Create your own chemistry with you@BASFAt BASF, you will have the chance to do meaningful work towards building a more sustainable future. In addition to competitive compensation and benefits, BASF provides you with access to a wide range of elements to help you be your best. It's what we call you@BASF. We are committed to providing benefits, programs, and opportunities that support our employees' overall well-being, personal growth, and a safe, collaborative, and inclusive work environment.Just some of the many benefits we offer include:* Flexible work arrangements whenever possible* Highly competitive retirement savings plan with company match and investment options* Well-being programs that include comprehensive mental health support for you and your household family members* Family forming benefits (fertility, adoption and surrogacy reimbursement, maternity/parental leave, and more)* Back-up child and elder care with discount programs for families of all ages and stages* Mentoring and career development opportunities that allow you to share, learn, and thrive* Matching gifts program that allows you to deepen the impact of your contributions to qualified charities.* Employee crisis support for when the unexpected happens* Access to our BASF wine cellar, employee discounts, and much more!About usAs one of the largest chemical companies in North America we have been finding solutions for your everyday needs and addressing the most complex economic, environmental, and sustainability challenges for more than 150 years!At BASF we empower our employees with the tools, guidance and opportunities they need to advance and succeed in work and life. Giving you the support you need to be your best and fulfill your personal ambitions is what helps us create chemistry. After all, our success is linked to yours. Whatever path you envision, BASF is a great place to build a rewarding, successful career.Belong to Something Bigger. #belongatBASFPrivacy statementBASF takes security & data privacy very seriously. We will never request financial information of any kind via email, private text message or direct message on any social medial platform or job board. Furthermore, we will never send a candidate a check for equipment or request any type of payment during the job application process. If you have experienced any of the above, please contact myhr@basf.com to report fraud.Equal employment opportunitiesWe are an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, age, citizenship, color, religion, sex, marital status, national origin, disability status, gender identity or expression, protected veteran status, or any other characteristic protected by law.Applicants must be currently authorized to work in the United States on a full-time basis.

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Basf Interview Questions

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