Prepare for and practice interview questions from Teva Pharmaceuticals.

Teva Pharmaceuticals Interview Questions

A/B Testing

Algorithms

Analytics

Machine Learning

Probability

Product Metrics

Python

Statistics

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Let’s say you work for a social media company that has just done a launch in a new city. Looking at weekly metrics, you see a slow decrease in the average number of comments per user from January to March in this city.

The company has been consistently growing new users in the city from January to March.

What are some reasons why the average number of comments per user would be decreasing and what metrics would you look into?

What metric could be used to measure if active users are still engaging on the platform despite an overall decrease in the average number of comments per user?

What metric could be used to measure if active users are still engaging on the platform despite an overall decrease in the average number of comments per user?

Decreasing Comments

How would you investigate a decline in the average number of comments per user?

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

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

What is a key disadvantage of the F-test when compared to multiple t-tests?

What is a key disadvantage of the F-test when compared to multiple t-tests?

Hundreds of Hypotheses

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

Senior Manager, Data Scientist
Date: Jun 16, 2025
Location:
Parsippany, United States, New Jersey, 07054
Company: Teva Pharmaceuticals
Job Id: 62440
Who we are
Together, we're on a mission to make good health more affordable and accessible, to help millions around the world enjoy healthier lives. It's a mission that bonds our people across nearly 60 countries and a rich, diverse variety of nationalities and backgrounds. Working here means working with the world's leading manufacturer of generic medicines, and the proud producer of many of the products on the World Health Organization's Essential Medicines List. Today, at least 200 million people around the world take one of our medicines every single day. An amazing number, but we're always looking for new ways to continue making a difference, and new people to make a difference with.
The opportunity
Directly supporting the Teva's Data Science & Analytics and Patient Services teams, the Sr Manager, Data Scientist will be responsible for creating actionable insights from data to enhance best patient experiences; for identifying and analyzing data to measure patient journeys; for building machine learning / AI models to customize patient services.
This candidate will collaborate closely with Teva's Patient Services team in Innovative Medicines to support our world-class vision. The candidate will engage with Patient Service team to explore innovative partners, identify data needs and requirements, and evaluate partner data. The candidate will leverage data science and advanced analytics, visualization and automation to provide data-driven insights, communicate meaningful findings, and drive business results.
Location: This is a hybrid role (3 days/week in office) based in our Parsippany, NJ office.
How you'll spend your day
All areas of responsibility listed below are essential to the satisfactory performance of this position by any incumbents with reasonable accommodation if necessary. Any non-essential functions are assumed to be included in other related duties or assignments.
The ideal candidate will closely work with the unit Leader and business partner to drive solutions that enable data-driven decision making.
- Drive business value through data science and advanced analytics
- Conduct exploratory data analysis to understand the strengths and limitations of complex data sets and identify the appropriate analytical approach
- Design and manage complex analytical projects, breaking down complex business problems into multiple independent and sequential phases of analysis
- Derive insights from data and present results to internal clients and senior management
- Engineer and prepare data from disparate systems
- Integrate and prepare large, varied datasets, design appropriate data science models and algorithms, and professionally communicate results
- Implement ML models in production and track performance
- Summarize key metrics for dashboard
Your experience and qualifications
Any equivalent combination of education, training and/or experience that fulfills the requirements of the position will be considered.
Education/Certification/Experience:
- Master's Degree with at least 2 years of experience within a highly technical/quantitative discipline (Statistics, Computer Science, Data Science, Mathematics); PhD preferred.
- Minimum 4 years of hands-on experience in generating advanced insights and predictive capability from statistical models, including (but not limited to) multivariate linear regression, cluster algorithms, decision trees, logistic regression, Principal Component Analysis (PCA), time series, survival analysis, machine learning (supervised and unsupervised), Bayesian Methods, Neural Networks, LLM etc.
- Minimum 4 years of experience in performing data analysis and modeling using Python (NumPy, pandas, Scikit-learn, TensorFlow etc).
Skills/Knowledge/Abilities:
- Strong SQL skills for data manipulation, aggregation, and optimization. Proficiency in bringing structure to ambiguous problems and deriving insights from multiple data and information sources.
- Ability to communicate complex ideas, insights, and analytical proficiency into meaningful conclusions to internal and external stakeholders.
- Strong data curiosity, analytical skills and problem-solving abilities.
- Excellent written and verbal communication skills ability to work effectively with both technical and non-technical stakeholders.
- Understanding of the brand and generic pharmaceutical landscape and the commercial data and analytic needs.
- Strong inter-personal skills and team player.
- Ability to quickly adapt to changing priorities and generate innovative solutions in a fast-paced environment.
PHYSICAL REQUIREMENTS:
Occasional:
Sitting for extended periods of time at work station or mobile equipment.
Visual Acuity:
Perform activities such as computer work, preparing and analyzing data, and extensive reading.
Compensation Data
The annual starting salary for this position is between $138,880 - $160,000 annually. Factors which may affect starting salary within this range and level of role may include geography/market, skills, education, experience and other qualifications of the successful candidate.
Enjoy a more rewarding choice
We offer a competitive benefits package, including:
- Comprehensive Health Insurance: Medical, Dental, Vision, and Prescription coverage starting on the first day of employment, providing the employee enrolls.
- Retirement Savings: 401(k) with employer match, up to 6% and an annual 3.75% Defined Contribution to the 401k plan.
- Time Off: Paid Time Off including vacation, sick/safe time, caretaker time, 13 paid Holidays and 3 paid floating holidays.
- Life and Disability Protection: Company paid Life and Disability insurance.
- Additional benefits include, but not limited to, Employee Assistance Program, Employee Stock Purchase Plan, Tuition Assistance, Flexible Spending Accounts, Health Savings Account, Life Style Spending Account, Volunteer Time Off, Paid Parental Leave, if eligible , Family Building Benefits, Virtual Physical Therapy, Accident, Critical Illness and Hospital Indemnity Insurances, Identity Theft Protection, Legal Plan, Voluntary Life Insurance and Long Term Disability and more.
Already Working @TEVA?
If you are a current Teva employee, please apply using the internal career site available on "Employee Central". By doing so, your application will be treated with priority. You will also be able to see opportunities that are open exclusively to Teva employees. Use the following link to search and apply:Internal Career Site (https://performancemanager.successfactors.eu/sf/careers/jobsearch?bplte_company=1080030P)
The internal career site is available from your home network as well. If you have trouble accessing your EC account, please contact your local HR/IT partner.
Teva's Equal Employment Opportunity Commitment
Teva Pharmaceuticals is committed to equal opportunity in employment. It is Teva's policy that equal employment opportunity be provided without regard to age, race, creed, color, religion, sex, disability, pregnancy, medical condition, genetic information, marital status, sexual orientation, gender identity or expression, ancestry, national or ethnic origin, citizenship status, military status or status as a disabled or protected veteran, or any legally recognized status entitled to protection under applicable federal, state, or local laws. ?
Please advise us of any accommodations needed to support you throughout the recruitment and selection process. All accommodation information provided will be treated as confidential and used only for the purpose of providing an accessible candidate experience. Request a reasonable accommodation by sending an email to disabilityassistance@tevapharm.com with the nature of your request and your contact information. Only inquiries concerning a request for a reasonable accommodation will be responded to from this email address.?
Important notice to Employment Agencies - Please Read Carefully
Teva Pharmaceuticals USA does not accept unsolicited assistance from agencies for employment opportunities. ?All CVs / resumes submitted by search firms to any employee at our company without a valid written search agreement in place for this position will be deemed the sole property of our company. ?No fee will be paid in the event a candidate is hired by our company as a result of an agency referral where no pre-existing agreement is in place. Where agency agreements are in place, introductions are position specific. Please, no phone calls or emails.?
EOE including disability/veteran

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