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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

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?

Insync Staffing Salaries by Position

Benefits (employee contribution):<ul> <li>Health insurance</li> <li>Health savings account</li> <li>Dental insurance</li> <li>Vision insurance</li> <li>Flexible spending accounts </li> <li>Life insurance </li> <li>Retirement plan </li></ul> All qualified applicants will receive consideration for employment without regard to age, race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

Job Title: Junior Business Analyst | Application Support Location: Hybrid, Indianapolis, Indiana Industry: Government <div style="text-align: justify;">JOB DESCRIPTION: Theoris is looking for a Junior Business Analyst/Application Support Professional who is already located in the Indianapolis area. This role involves application configuration, troubleshooting, and direct support to the clients staff ensuring smooth operations of their system processes and resolving user inquiries.</div> RESPONSIBILITIES: <ul> <li>System Support: Provide application support for an internal system, assisting staff with configuration and functionality, and troubleshooting user-reported issues.</li> <li>Issue Resolution: Address user calls such as export issues, fine assessment configuration, and general case management functions.</li> <li>Application Configuration: Manage configuration settings, set up dropdown options, and implement application functionality as needed.</li> <li>Documentation and Communication: Guide end-users through system modules, ensuring clear communication and training on application use.</li> <li>Project Support: Assist with implementing new features and functionality as assigned, potentially leading small projects within the team.</li> <li>Help Desk Management: Handle user tickets via Dynamics 365, responding promptly to ensure continuity in the courts operations.</li> </ul> REQUIREMENTS: <ul> <li>Prior experience in application support or business analysis preferred.</li> <li>A background demonstrating progressive responsibility or related education is ideal.</li> <li>Proficiency with Microsoft applications, familiarity with CRM platforms (especially Dynamics 365), and a demonstrated ability to work with web applications.</li> <li>Strong problem-solving skills with the ability to understand and configure application settings.</li> <li>Excellent verbal communication for effectively working with end-users, explaining system functions, and providing assistance.</li> <li>Strong organizational skills, self-motivated with a sharp, professional presence.</li> </ul> Best-In-Class-Benefits We are in the people business; treating people right is our ONLY priority. Theoris Services consultants are full-time employees with full benefits, including: Robust Health Insurance 401(k) plan PTO Paid holidays About Theoris: Our goal is to Fuel Your Career! As a Theoris team member, you join a culture based on people-centered values and an environment that fosters both personal and professional growth. We build long-term relationships with our clients and our consultants. With over 30 years of building strong relationships in the industry, were uniquely positioned to make the right connections. This knowledge is used to find the right job placement. Our recruiting teams are experts dedicated to the information technology and engineering staffing space and are highly respected. All qualified applicants will receive consideration for employment without regard to age, race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

Senior Business Analyst 1 year contract $70.00 - $74.00 Hybrid - onsite in Oakland 2-3 days per week Department Overview The Office of the CIO (OCIO) represents the cross-functional IT Management capabilities that enable running the business of IT. The OCIO focuses on supporting IT's operation model by ensuring a consistent, transparent, and efficient approach to the way the IT organization delivers value to its partners. The core of the OCIO consists of four areas essential to the long-term success of IT: Contract Management, Business Operations, Program Management Office, and Investment Management. Position Summary Senior Business Analyst to compile and analyze key metrics data to help leaders make informed business decisions. The analyst must have the ability to drive discussions with teams to assist with solving complex business problems. The successful candidate will work with multiple teams within the Information Technology Organization to develop and utilize financial and contracts metrics data for strategic business initiatives and operations. They will lead meetings, form teams, assign tasks, solve data driven problems and manage issues. The person will research best practices; develop internal and external benchmarks in support of helping leaders with business decisions. Additionally, they will have the ability to communicate and influence organizational change and gain organizational support. This role may require the analyst to perform quality assurance and business process improvement activities such as developing, managing, or coordinating performance or quality assessment, change management communications and training. Specific types of analytics and reporting may include performance dashboards, business analytics, modeling, budgeting, and forecasting. Job Responsibilities " Budget Management: Develop, manage, and monitor the annual budget process, ensuring alignment with organizational goals and objectives. Collaborate with department lead planners to gather budget inputs and provide guidance. " Forecasting: Lead the forecasting process, including monthly, quarterly, and annual forecasts. Analyze variances between actuals and forecasts and provide actionable insights to management. " Financial Analysis: Conduct detailed financial analysis to support business decisions, including profitability analysis, cost-benefit analysis, and scenario planning. " Cost Allocation: Design and maintain cost allocation models to accurately distribute costs across departments and projects. Ensure compliance with internal policies and external regulations. " Reporting: Prepare and present financial reports and dashboards to senior management, highlighting key financial metrics, trends, and variances. " Strategic Planning: Support long-term strategic planning initiatives by providing financial projections, risk assessments, and recommendations for improvement. " Data Management: Maintain and improve financial databases and systems to ensure data accuracy and integrity. Implement process improvements to enhance efficiency and reporting capabilities. " Collaboration: Work closely with cross-functional teams, including business finance, operations, and executive leadership, to provide financial insights and support business initiatives. " Experience with downloading and extracting data from SAP and creating meaningful business intelligence reports and dashboards " Create metrics and compile dashboards and reports; develop summary variance explanations and recommends remedial actions " Assist with the daily operations and provide general IT business & planning support. " Assist in the initiation and coordinating of studies and analysis on IT operations, resource allocation, financial reviews; and analyzing programs to ensure that program goals and work plans are on target. " Analyzes actual spend and forecasting to determine if/when appropriate Change Controls must be implemented. " Provides financial analysis on portfolio cost variances for plan vs. actual and can identify inappropriate charges by resources or vendors and makes appropriate corrections in SAP. " Proficient in mapping data to original source systems to ensure data accuracy and consistency " Perform data verification and validation (i.e. tracing, spot checks, building controls) to identify discrepancies and maintain data integrity " May work as a liaison among stakeholders to coordinate, document, and schedule changes to IT infrastructure and information systems. " Capture, analyze and present data to managers and directors to aid in making business decisions. " Effectively plans and control work on a small project; integrates all aspects, tracks and ensures that work progresses on schedule and that work meets specification or required standard. " Develops communications needed to summarize analysis and to discuss recommendations for peers and executives. This may take the form of dashboards or power point decks. " Facilitates problems solving sessions and workshops with diverse set of business and technology team members. " Proactively follows-up on issues and initiatives for senior leaders to ensure successful resolution and implementation. " Works closely with leaders and other key stakeholders to ensure that key initiatives and activities are delivered in a timely and coordinated manner and aligned with the goals of the organization. " Works with IT and functional leadership to establish a variety of key business, financial and performance metrics. Qualifications Minimum: " Bachelors Degree in Business Administration or job-related discipline or equivalent experience " 6 - 8 years job-related experience " Expert with Power BI. Able to create dashboards from data sets Desired: " MBA or Graduate Degree " Proficient in Microsoft Office, Project, Visio, PowerPoint and expert level Excel skills " Experience with Power Automate and Power Apps is a plus Other Desired Experience: " Technical Skills: Proficiency in financial modeling, Excel, and financial software (e.g., SAP, Oracle, Hyperion). Experience with data visualization tools (e.g. Tableau) is a plus. " Analytical Skills: Strong analytical and problem-solving skills, with the ability to interpret complex financial data and provide strategic insights. " Communication: Excellent written and verbal communication skills, with the ability to present complex information clearly and concisely to various stakeholders. " Attention to Detail: High level of accuracy and attention to detail in financial analysis and reporting. " Interpersonal Skills: Strong interpersonal skills with the ability to collaborate effectively across departments and with senior management. " Financial Reporting: Excel and PowerPoint skills to provide monthly reporting. Benefits: (employee contribution) Health insurance Health savings account Dental insurance Vision insurance Flexible spending accounts Life insurance Retirement plan All qualified applicants will receive consideration for employment without regard to age, race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran. #IND12

Oncology Testing Sr Product Manager Pay Rate $51.00/hour - $63.50/hour Duration 6 month+ assignment Location Hybridable to work in San Diego office Nice to Have: Bioinformatics Market Research Oncology genomics Product Management JOB DESCRIPTION Sr Product Manager - US1 Summary Join the Oncology Product Management team. You will support a variety of key programs and on-market products. You will work cross-functionally with development, commercial and regional teams to support development of new products as well as on-market products. Key Responsibilities - Perform market research, including KOL interviews, to understand market dynamics, customer needs, and competitive landscape. Work with R&D to define product updates and new features. Ensure buy-in on product design from key internal stakeholders. Collaborate with Regional Marketing, Technical Support teams and other relevant functions to support on-market products, grow the business and identify new business opportunities. Listed responsibilities are an essential, but not exhaustive list, of the usual duties associated with the position. Changes to individual responsibilities may occur due to business needs. Qualifications Minimum Requirements - - Bachelor's Degree - Master's Degree and/or PhD Preferred, in relevant technical and/or business field. Experience / knowledge in oncology testing and particularly NGS oncology assays is highly desired. Qualifications - Preferred: product management experience; experience working in customer facing roles (field support, sales or marketing); experience conducting market research, working with key opinion leaders, working on product development programs. Other: Demonstrated analytical and data-driven decision-making skills - Excellent listening, self-motivation, time management, organizational, and interpersonal skills - Willingness to work in a fast-paced environment, managing multiple priorities at once - Ability to communicate requirements and negotiate priorities internally and across the organization - Excellent written, communication, and presentation skills Benefits:(employee contribution) •Health insurance •Health savings account •Dental insurance •Vision insurance •Flexible spending accounts •Life insurance •Retirement plan All qualified applicants will receive consideration for employment without regard to age, race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran. #IND12

Data Analyst 5
$67.89/hr
Onsite: Must be PDX/Beaverton local
7 month assignment Job Description: Analyzes complex business problems and issues using data from internal and external sources to provide insight to decision-makers. Identifies and interprets trends and patterns in datasets to locate influences. Constructs forecasts, recommendations and strategic/tactical plans based on business data and market knowledge. Creates specifications for reports and analysis based on business needs and required or available data elements. May provide consultation to users and lead cross- functional teams to address business issues. May directly produce datasets and reports for analysis using system reporting tools. Typically requires a Bachelors Degree and minimum of 10 years directly relevant experience; experience should include comprehensive experience as a business/process leader or industry expert Note: One of the following alternatives may be accepted: - PhD or Law + 8 yrs; Masters + 9 yrs; Associates degree + 11 yrs; High School + 12 yrs. Lead to the accomplishment of key goals across consumer and commercial analytics functions.
Work with key stakeholders to understand requirements, develop sustainable data solutions, and provide insights and recommendations.
Document and communicate systems and analytics changes to the business, translating complex functionality into business relevant language.
Validate key performance indicators and build queries to quantitatively measure business performance.
Communicate with cross-functional teams to understand the business cause of data anomalies and outliers.
Develop data governance standards from data ingestion to product dictionaries and documentation.
Develop SQL queries and data visualizations to fulfill ad-hoc analysis requests and ongoing reporting needs leveraging standard query syntax.
Organize and transform information into comprehensible structures.
Use data to predict trends and perform statistical analysis.
Use data mining to extract information from data sets and identify correlations and patterns.
Monitor data quality and remove corrupt data. Evaluate and utilize new technologies, tools, and frameworks centered around high-volume data processing.
Improve existing processes through automation and efficient workflows.
Build and deliver scalable data and analytics solutions.
Work independently and take initiative to identify, explore and solve problems.
Design and build innovative data and analytics solutions to support key decisions
Support standard methodologies in reporting and analysis, such as, data integrity, unit testing, data quality control, system integration testing, modeling, validation, and documentation.
Independently support end-to-end analysis to advise product strategy, data architecture and reporting decisions. dvanced SQL Skills
Python
Understanding Data Analytics Patterns
Use Cases, Data Visualization
Translate data into understandable format
Rebuilding
Dealt with big data volumes
Store manipulate and access the data
Snowflake
Tableau power BI
Interpret the data & Help user with useful information Experience managing others - Comfort in Complex supporting multiple project teams ll listed requirements are deemed as essential functions to this position; however, business conditions may require reasonable accommodations for additional task and responsibilities. Benefits:(employee contribution)
•Health insurance
•Health savings account
•Dental insurance
•Vision insurance
•Flexible spending accounts
•Life insurance
•Retirement plan

Note: Key selection criteria is seasoned BA, to handle the business team with good communication skills and Agile methodology. SKILLS / EXPERIENCE REQUIRED <ul> <li> Education: Bachelor's degree in computer science, Information Systems, or Finance </li> <li> Role Specific Experience: 8+ years of relevant technical and business work experience with concepts of finance and accounting , Banking & Financial domain experience, along with knowledge of risk management, familiarity </li> <li> Proficiency in MS Excel </li> <li> Experience in defining and implementing technology solutions for a major financial institution </li> <li> Extensive experience as a Business Analyst for a large financial institution with special emphasis on use cases, defining test cases, and providing user training and support </li> <li> Extensive experience in gathering business requirements and developing functional specifications artifacts to those methodologies </li> <li> Extensive experience with various system development lifecycle methodologies and tailoring the Solution-oriented, detailed-focused, showing strong analytical and organization skills </li> </ul> It Will be a Plus for below Skills: <ul> <li> Familiarity with relational databases / RDMS </li> <li> Experience with writing simple SQL statements (mostly SELECT - with aim to analyze datasets) </li> <li> Familiarity with any object-oriented programming language is a plus (c# preferred) </li> </ul>

Benefits (employee contribution): Health insurance Health savings account Dental insurance Vision insurance Flexible spending accounts Life insurance Retirement plan ll qualified applicants will receive consideration for employment without regard to age, race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

Data Analyst 5 $67.89/hr Onsite: Must be PDX/Beaverton local 7 month assignment Job Description: Analyzes complex business problems and issues using data from internal and external sources to provide insight to decision-makers. Identifies and interprets trends and patterns in datasets to locate influences. Constructs forecasts, recommendations and strategic/tactical plans based on business data and market knowledge. Creates specifications for reports and analysis based on business needs and required or available data elements. May provide consultation to users and lead cross- functional teams to address business issues. May directly produce datasets and reports for analysis using system reporting tools. Typically requires a Bachelors Degree and minimum of 10 years directly relevant experience; experience should include comprehensive experience as a business/process leader or industry expert Note: One of the following alternatives may be accepted: - PhD or Law + 8 yrs; Masters + 9 yrs; Associates degree + 11 yrs; High School + 12 yrs. Lead to the accomplishment of key goals across consumer and commercial analytics functions. Work with key stakeholders to understand requirements, develop sustainable data solutions, and provide insights and recommendations. Document and communicate systems and analytics changes to the business, translating complex functionality into business relevant language. Validate key performance indicators and build queries to quantitatively measure business performance. Communicate with cross-functional teams to understand the business cause of data anomalies and outliers. Develop data governance standards from data ingestion to product dictionaries and documentation. Develop SQL queries and data visualizations to fulfill ad-hoc analysis requests and ongoing reporting needs leveraging standard query syntax. Organize and transform information into comprehensible structures. Use data to predict trends and perform statistical analysis. Use data mining to extract information from data sets and identify correlations and patterns. Monitor data quality and remove corrupt data. Evaluate and utilize new technologies, tools, and frameworks centered around high-volume data processing. Improve existing processes through automation and efficient workflows. Build and deliver scalable data and analytics solutions. Work independently and take initiative to identify, explore and solve problems. Design and build innovative data and analytics solutions to support key decisions Support standard methodologies in reporting and analysis, such as, data integrity, unit testing, data quality control, system integration testing, modeling, validation, and documentation. Independently support end-to-end analysis to advise product strategy, data architecture and reporting decisions. dvanced SQL Skills Python Understanding Data Analytics Patterns Use Cases, Data Visualization Translate data into understandable format Rebuilding Dealt with big data volumes Store manipulate and access the data Snowflake Tableau power BI Interpret the data & Help user with useful information Experience managing others - Comfort in Complex supporting multiple project teams ll listed requirements are deemed as essential functions to this position; however, business conditions may require reasonable accommodations for additional task and responsibilities. Benefits:(employee contribution) •Health insurance •Health savings account •Dental insurance •Vision insurance •Flexible spending accounts •Life insurance •Retirement plan

AWS Senior Data Engineer
$68.60/hr
Remote role - candidate to work PST core hours 9-4pm with flexibility for meetings as needed.
6 months with possible extension

Job Duties:
• Develop and support data solutions in support of Sustainability reporting and analytics requirements
• Engage with product owner, technology lead, report developers, product analysts, and business partners to understand capability requirements and develop data solutions based on product backlog priorities

Skills / Qualifications:
• 5+ years of experience with data engineering with emphasis on data analytics and reporting
• Expert level experience with Python which demonstrate:
o Proficiency authoring distributable packages
o Proficiency authoring and automating unit tests using tools such as tox and pytest, preferably within a CI pipeline
o Proficiency enforcing code-quality and formatting consistency using tools such as mypy, flake8, and black
• Expert level SQL abilities
• Experience developing with Spark, preferably leveraging AWS EMR managed service
• Experience with AWS data engineering services, resources and architecture
• Experience working with source-code management tools such as GitHub and Jenkins
• Knowledge of agile delivery methodologies- Scrum, SAFe, Extreme Programming
• Understanding of microservices architecture and REST APIs
• Ability to partner with business and technology team members, to understand business requirements and translate those into value-add technology solutions

Additional preferences are:
• Experience with SQLAlchemy
• Experience with Apache Kafka
• Experience developing API clients
• Python examples demonstrated in publicly visible source code repositories
• Experience developing solutions in Snowflake
• Experience with workload automation tools such as Airflow, Autosys.
• Knowledge of building solutions with data visualization and reporting tools (e.g. Tableau, Metabase)
• Prior client experience
Comments for Suppliers: Remote role - candidate to work PST core hours 9-4pm with flexibility for meetings as needed.
Extensions possible after fiscal year

Must haves:
5+years Data Engineering experience
Expert level in Python & SQL

All listed requirements are deemed as essential functions to this position; however, business conditions may require reasonable accommodations for additional task and responsibilities.

Benefits:(employee contribution)
• Health insurance
• Health savings account
• Dental insurance
• Vision insurance
• Flexible spending accounts
• Life insurance
• Retirement plan

Supply Chain Data Analyst Location: Beaverton, OR - onsite 5 days a week Pay Rate: $35.00-$38.00/hr Duration: 3 months+ Job Description: Looking for a Supply Chain Data Analyst to join the North America Supply and Inventory team, DSM S&IP. They will be creating, managing, and maintaining the orders to ensure product is delivered to the marketplace to help bring to life each season s excitement and story. Key areas that this job entails; serving our cross functional partners, reducing cost of creating supply, ensuring we delivery product on time and making sure we uphold world class business practice when it comes to managing orders. DUTIES: Bi-Monthly inventory purchases to support North American Marketplace Provide on time communication to cross functional partners around inventory and purchase order issues Execute different tasks that would impact supply delivery and product manufacturing Provide support for different strategy from our partners that would help shape the marketplace Connecting with consumer planners and report out post buy results and issues Interact with cross functional partners such as Liaison officers, Factory, Trading Company, Marketplace Supply Chain, Supply and Inventory Planners, Global Supply Planners, Trade and Transportation and other special projects. REQUIRED: Well versed in excel Can take data and decipher it, then figure out what the next steps are, Able to problem solve Has a sense of urgency and is organized PREFERED: SAP or an ERP system - end to end for sales orders and purchase orders Supply chain and operations experience is a plus Curious, problem solver, can handle ambiguity, proactive communicator Team: Team maintains the purchase order environment from creation to maintenance to product leaving the factory All listed requirements are deemed as essential functions to this position; however, business conditions may require reasonable accommodations for additional task and responsibilities. Benefits:(employee contribution) Health insurance Health savings account Dental insurance Vision insurance Flexible spending accounts Life insurance Retirement plan #IND11

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