Prepare for and practice interview questions from Brooksource.

Brooksource Interview Questions

Brooksource Interview Guides

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?

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?

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

Brooksource Salaries by Position

Business Analyst 12 mth contract Hybrid- 3 days onsite, 2 days remote- Fishers, IN Pay: $30-40/hr. depending on experience Position Overview: We are seeking a business analyst professional to join our team as a Data Science Solutions Liaison. This role involves close collaboration with our team of Data Scientists and Data Engineers to develop cutting-edge data science solutions for complex business challenges. Key Responsibilities: Engage with stakeholders from finance and operations, including pricing managers, financial analysts, finance managers, and sales & marketing operations managers Collect use cases and user stories Employ a flexible Scrum-based project methodology Understand the technical landscape to effectively partner with data scientists and other IT professionals Providing valuable insights and coordination in relation to two main data projects Qualifications: 2-3 years of experience in a similar role Bachelor's degree Excellent written and verbal communication skills Ability to work independently and prioritize tasks in an interdisciplinary environment Possess a foundational understanding of SQL and cloud technologies; actual SQL writing skills are a plus but not mandatory Job Types: Full-time, Contract Pay: $30.00 - $40.00 per hour Benefits: Dental insurance Health insurance Vision insurance Schedule: 8 hour shift Day shift Monday to Friday Experience: SQL: 1 year (Preferred) Ability to Commute: Fishers, IN (Required) Ability to Relocate: Fishers, IN: Relocate before starting work (Required) Work Location: In person

We are seeking a Technical Business Analyst; you’ll be called upon to think strategically. You’ll work across functions and/or departments to understand the needs of the business as it relates to the endpoint user experience. You will facilitate relationships between business clients and technical resources, with a focus on understanding the voice of the customer, along with business processes and the underlying systems that support those processes. You will develop requirements and related business rules while working closely with technology subject matter experts and business partners to implement solutions for solving complex business challenges. Responsibilities: * As a member of an Agile team, it will be your accountability to partner with the Product team, Engineering members, and Business clients to gather feedback, and develop and support technical processes as it relate to various Endpoint solutions including desktop virtualization and digital experience monitoring solutions. * Define business requirements and translate them into technical specifications for engineering. * Gather feedback and analyze data to help facilitate you and the team to make data-driven decisions. * Partnering with product and engineering teams to understand user's voice and taking that feedback to perform a gap analysis to recommend solutions that will improve the user experience. * Provide day-to-day assistance with organizational change management, including but not limited to user rollout communications (written and verbal), deployment planning, end-user training, and document curation. Mandatory Skills: * Four or more years of experience/knowledge of business operations/processes to include analysis, design, documentation, using industry best practices and standards. * Experience working with Gen AI, M365/Microsoft, and Digital Workplace technologies. * Security, compliance, and/or privacy experience. * Demonstrated flexibility to adjust to changing business needs by effectively managing and prioritizing concurrent assignments. * Demonstrated ability to identify and resolve critical issues through effective problem-solving skills. * Strong ability to develop and leverage relationships; ability to effectively influence and negotiate with internal and external partners. * Excellent communication skills focused on facilitation of meetings; ability to deliver informative, well-organized documentation and presentations and ability to effectively communicate in difficult and sensitive situations. * Able to take data from various sources, analyze, manipulate, and provide a visual representation of the data, consumable by multiple levels/roles, including senior leadership. What’s in it for you? * Get your foot in the door with one of the most respected and fastest-growing companies in the United States! * Brooksource offers competitive Health & Dental Benefit plans, Weekly Pay Checks while on contract, 6 paid Holidays, and 401K Eligibility. About Eight Eleven Group Eight Eleven Group provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, national origin, age, sex, citizenship, disability, genetic information, gender, sexual orientation, gender identity, marital status, amnesty or status as a covered veteran in accordance with applicable federal, state, and local laws. Job Types: Full-time, Contract Pay: $50.00 - $55.00 per hour Benefits: * 401(k) * Dental insurance * Health insurance Schedule: * Monday to Friday Work Location: Hybrid remote in Milwaukee, WI 53202

Business Intelligence AnalystVinings, GA 303393 month contract to hireAs a BI Analyst, you'll be responsible for developing data solutions in conjunction with key initiatives driven by the different business groups within the organization. You'll be working directly with SQL and Tableau, as well as other tools that are being used in conjunction to make data understandable to non-IT colleagues.Requirements:<ul><li>Minimum of 2 years of advanced SQL development and troubleshooting experience.</li><li>Data Visualization experience (Tableau/Cognos/SSRS)</li><li>Python and/or R experience is a bonus</li><li>Bachelor of Science in Computer Science, Computer Information Systems, Management Information Systems, Information Technology, Applied Statistics, or closely-related degree.</li><li>Proven track record of business analysis, requirement definition and solution delivery. Examples may be requested during interview.</li><li>Good organizational and interpersonal skills with the ability to work with various functional areas, including Tech Ops, Customer Care, and Customer Experience</li><li>Great attention to detail</li><li>Ability to work well in a fast-paced environment</li><li>Flexibility and a positive attitude</li></ul>Objectives:<ul><li>Develop data solutions in conjunction with key initiatives within the organization.</li><li>Functions as a liaison between the client, community, and internal IT and/or external software vendors to develop system solutions to processing systems or business problems.</li><li>Analyze and revise existing system logic difficulties and documentation, as necessary.</li><li>Reviews project proposals, including gathering facts, analyzing data, and preparing project overview which compares alternatives in terms of cost, time, availability of equipment, and personnel, etc. Recommends course of action.</li><li>Prepare detailed specifications from which programs will be written.</li><li>Identifies and assesses probable interactions of related computer systems and predicts impact of a change in assigned system.</li><li>Ensures data quality and integrity across data-specific application implementations.</li><li>Supports the testing team and business users in validating that the programs meet the requirements.</li><li>Consistent exercise of independent judgment and discretion in matters of significance.</li></ul>Perks of the Opportunity:<ul><li>Brand new office building in a great location near Sun Trust Park and the Battery</li><li>On site Starbucks, gym and cafeteria</li><li>Fortune 50 technology and media company with a huge presence in Atlanta</li></ul>Edit Requirement5 Star Criteria ABOUT EIGHT ELEVEN:Eight Eleven Group provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, national origin, age, sex, citizenship, disability, genetic information, gender, sexual orientation, gender identity, marital status, amnesty or status as a covered veteran in accordance with applicable federal, state, and local laws.

Entry-Level Software EngineerFull-TimeDearborn, MI (Hybrid) As an entry-level Software Engineer for this Fortune 500 automotive company, you will be working alongside Senior Engineers to help with the design, development, and deployment of services and applications. WHAT’S IN IT FOR YOU…? <ul><li>Through our Elevate program, you’ll be provided paid technical training through our online learning management system, customized to help you specialize in areas you’re passionate about.</li><li>Opportunity to gain high visibility with upper management and learn from skilled senior engineers.</li><li>Position yourself for future growth and leadership opportunities within the organization.</li><li>Networking opportunities through Booksource sponsored events like “Elevate Women” and manager-led Lunch & Learns</li><li>Competitive benefits and tuition reimbursement after conversion.</li></ul> MINIMUM QUALIFICATIONS <ul><li>Currently pursuing or having earned a bachelor’s degree in Computer Science</li><li>Proven OOP Development experience (python, java, or C++)</li><li>Experience with Javascript, HTML, CSS for web scripting</li><li>Basic understanding of software development lifecycle (SDLC), Agile methodology, continuous integration/continuous deployment (CI/CD) principles.</li><li>Bonus: Understanding or experience with building APIs</li></ul> RESPONSIBILITIES: <ul><li>Define, design, develop, deploy and support services and applications alongside senior engineers. </li><li>Engage business stakeholders to identify challenges and create innovative technical solutions</li><li>Work alongside technical experts to provide sustainable, future-facing software solutions</li><li>Ensure functional & non-functional quality and on-time delivery using agile and lean principles</li><li>Collaborate and code with senior engineers to understand the requirements of the project and develop solutions, which meet those requirements.</li></ul> About Eight Eleven:At Eight Eleven, our business is people. Relationships are at the center of what we do. A successful partnership is only as strong as the relationship built. We’re your trusted partner for IT hiring, recruiting and staffing needs. For over 16 years, Eight Eleven has established and maintained relationships that are designed to meet your IT staffing needs. Whether it’s contract, contract-to-hire, or permanent placement work, we customize our search based upon your company's unique initiatives, culture and technologies. With our national team of recruiters placed at 21 major hubs around the nation, Eight Eleven finds the people best suited for your business. When you work with us, we work with you. That’s the Eight Eleven promise. Eight Eleven Group provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, national origin, age, sex, citizenship, disability, genetic information, gender, sexual orientation, gender identity, marital status, amnesty or status as a covered veteran in accordance with applicable federal, state, and local laws.

Data Engineer6M Contract (potential to extend or convert)Indianapolis, IN Pay: $55-60/hr., depending on experience This position is not eligible for C2C or sponsorship.Summary As a Data Engineer on the Enterprise Data Solutions team, you are helping enable data driven decision making by centralizing, processing, and preparing data from throughout the organization to be used to solve real business problems. You will work in a collaborative, agile team with a modern cloud-based data stack to deliver value frequently. This opportunity will allow associate-level data engineers to train technically on the job and apply knowledge to immediately contribute to the enterprise team.Responsibilities<ul><li>Building integrations with data sources to ingest data in the central data lake using various technologies. </li><li>Cleansing, joining, preparing, and transforming data from raw sources into models suited for analytics purposes </li><li>Leveraging DataOps practices such as data test automation, automated quality checks, and automated deployment - to ensure high quality and improve time to delivery </li><li>Collaborate with the members of the BI team and others within the organization to ensure data needs are met </li><li>Supporting the end users of the data and analytics, responding to tickets and inquiries from business partners when data quality issues occur </li><li>Maintaining data governance through documentation of data solutions, through ERDs, Confluence documentation, or external tools </li><li>Ensuring our enterprise data is timely and accurate </li></ul>Requirements <ul><li>Bachelor’s degree (B.A.) in Information Systems or other related field from a four-year college or university, or equivalent combination of education and experience. </li><li>2+ years of experience </li><li>Strong SQL and Python skills </li><li>Experience with cloud-based data warehouses, BigQuery a plus </li><li>Data modeling skills and understanding of analytical data warehousing </li><li>Experience with data pipeline and workflow management tools </li><li>Experience with data processing using Python </li><li>Wanting to gain experience in DBT</li><li>Working knowledge of source control using git (nice to have)</li></ul>

Java DeveloperYearly Renewing Contract (ongoing)Remote Objective:The Java Developer will work closely with our client’s four stream-aligned teams, enablement team, and system team to carry out complex application development projects including enhancement features and modernizing existing applications to introduce a microservice architecture. This individual will have the opportunity to contribute to projects that drive impact past their teams and reduce burdens our client is currently facing. Essential Job Responsibilities: (Needs more project-specific details)<ul><li>Evaluating, identifying and developing software solutions</li><li>Planning, tracking and scheduling software deliverables</li><li>Locating and directing solutions for critical challenges involving software and hardware interface</li><li>Looking for problems within software systems and resolving the issues</li><li>Designs, codes, and debugs new application software programs and/or make enhancements to existing application software programs, of all levels.</li><li>Tests and debugs new and existing application software.</li><li>Provides complete documentation for new or modified information systems and/or application software programs, including operational procedures.</li><li>Monitors application software systems to ensure proper execution and performance.</li></ul> Requirements:<ul><li>Experience with the following:</li><li>5+ years of experience programming with Java and associated frameworks (Spring and Hibernate) within a SAFE Agile Framwork</li><li>Integrated Development Environment: Eclipse</li><li>API and Integration Platforms: REST API, MuleSoft, ActiveMQ</li><li>Version Control and Collaboration Tools: Git, Bitbucket, Jira, Confluence, Maven, Nexus</li><li>Content and Process Management: FileNet, SmartComm</li><li>Servers: Websphere</li><li>Containerization: Kubernetes</li><li>Data Integration and Management: Talend, Axon</li><li>Software Design and Architecture: Design Patterns, Clean Architecture, CQRS, DDD</li><li>Front-End Development: HTML 5, CSS, JavaScript, Bootstrap</li><li>Strong ability and willingness to learn and adopt new technologies to help our client be more effective</li></ul>

IT Business Analyst
Brooksource
Fortune 50 Health Insurance Client
Remote

Our client's home health organization is seeking several talented Business Analysts to assist across multiple workstreams. They will be working alongside project managers and development and/or data teams on projects including an EMR platform replacement and a data maturation initiative involving tools like Snowflake and Databricks. An overarching goal for this group is to align with the business side on a platform or product model, so any agile or product ownership experience would be highly preferred.

This person will be assisting with requirements gathering, facilitating conversations between engineers and IT leaders, scheduling meetings and follow-ups, doing analysis on current and future state for upgrade/migration projects, as well as roadmapping and managing the group's backlog. They should have experience in a similar industry and a highly matrixed enterprise organization, as well as be someone who's technical. resourceful, adaptable, naturally curious and has an analytical mind. PO experience and the ability to frame in user stories, as well as any healthcare/EMR experience is preferred.

Responsibilities:
The IT Business Analyst monitors and measures relevant performance metrics to assess the performance of IT resources and optimizes performance through process improvement activities.
The IT Business Analyst work assignments are varied and frequently require interpretation and independent determination of the appropriate courses of action.
The IT Business Analyst devises measures and targets to assess and optimize the performance of IT functions, services, projects and any related improvement initiative.
Identifies and analyzes performance measures and metrics, develops and maintains balanced scorecards and dashboards, and evaluates and monitors performance in IT-related areas.
May include network performance management, application performance management (APM), (operating) system performance management (physical and virtual/cloud) and business transactions performance.
Understands department, segment, and organizational strategy and operating objectives, including their linkages to related areas.
Makes decisions regarding own work methods, occasionally in ambiguous situations, and requires minimal direction and receives guidance where needed.
Follows established guidelines/procedures.
Required Qualifications:
5+ years of technical experience working as a Business Analyst, Product Owner, or in a similar position
Experience with project tracking tools like Jira
Experience with process flow chart tools like Lucidchart or Visio (Lucidchart is preferable)
Experience in problem analysis and process documentation
Experience with Microsoft office suite
Must be passionate about contributing to an organization focused on continuously improving consumer experiences
Must be able to work in a Central or Eastern time zone
Other Preferred Qualifications:
Healthcare and/or EMR project-related experience
Experience working with data and/or data science specific teams preferred
ABOUT EIGHT ELEVEN:
At Eight Eleven, our business is people. Relationships are at the center of what we do. A successful partnership is only as strong as the relationship built. We’re your trusted partner for IT hiring, recruiting and staffing needs.

For over 16 years, Eight Eleven has established and maintained relationships that are designed to meet your IT staffing needs. Whether it’s contract, contract-to-hire, or permanent placement work, we customize our search based upon your company's unique initiatives, culture and technologies. With our national team of recruiters placed at 21 major hubs around the nation, Eight Eleven finds the people best-suited for your business. When you work with us, we work with you. That’s the Eight Eleven promise.

Eight Eleven Group provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, national origin, age, sex, citizenship, disability, genetic information, gender, sexual orientation, gender identity, marital status, amnesty or status as a covered veteran in accordance with applicable federal, state, and local laws.

Business Analyst IT III - Fortune 150 Energy Client Contract - Charlotte, NC - Hybrid Description: The successful candidate utilizes data to solve key business problems within the Customer Data Delivery team at our Fortune 150 Energy Client. There is a major drive at our client to migrate our on-premise databases to cloud architecture; our team works closely with business leaders to understand customer data initiatives, and collaborates with IT delivery teams to prioritize workload to meet business needs. The candidate will spend much of his/her time exploring customer databases (both on-prem and cloud-based), then translate data insights to delivery teams. The ideal candidate for this role is analytically-minded, self-motivated, and an excellent communicator. The successful candidate will have the following qualities: • Intellectually curious and creative, eager to generate ideas to solve business problems • Strong analytical, facilitation, and communication skills • Strong organizational and prioritization skills and ability to multitask with minimal oversight • Capable of building, developing and maintaining positive working relationships with executives, key clients and subject matter experts while working in a team environment. The successful candidate will have the following skillset: • Intermediate to advanced SQL skills, and experience developing queries on large datasets • Strong communication skills • Strong exploratory analysis skills • Exemplary problem solving, decision making and attention to detail • Demonstrated ability to lead efforts across multiple business groups • Experience with product testing and usability testing • Success in project management or process improvement • Experience in writing effective test cases/scripts and maintain a traceability matrix • Experience developing, optimizing, and/or maintaining data visualizations (e.g., Power BI/Tableau) Responsibilities • Work across departments on data strategies that improve business processes • Translate business initiatives into requisite data engineering tasks • Authoring functional report designs, test scenarios and test cases for Analytics & Reporting • Ensuring alignment between business stakeholders and development team • Explore new datasets for anomalies that may inform data engineering methods used to migrate dataset • Capturing source/target dataset metadata • Build and manage Technical documents like ETL Mapping and Data Dictionaries. • Perform data validations to confirm data migration successful • Documenting data quality test results • Documenting and communicating the results of your efforts • Assist with creating training documentation and job-aids • Sharing findings with team members and leadership in a regular cadence Additional Preferred Qualifications • Previous experience using cloud data warehouses (e.g., Amazon Redshift, Snowflake, Google BigQuery) • Previous experience using stream processing platforms (e.g., Apache Kafka, Apache Spark, Apache Flink, AWS Kinesis) • Previous experience using an object-oriented programming language (e.g. Python, JavaScript, CSS) • Previous experience using statistical programming languages (e.g., SAS, R, sci-py)

*Brooksource* *Business Analyst* *Hybrid – Houston, TX* *Summary:* Our Fortune 500 Environmental Services client is seeking an experienced Business Analyst to join their Landfill Greenhouse Gas Emissions Monitoring and Reduction program. The program goals are to reduce greenhouse gas emissions and support their sustainability commitments by developing and deploying a standard landfill surface methane emissions data collection, visualization, and management platform. *General Responsibilities:* * Coordinates with users to determine and document business and user requirements, process flow definitions, and functional specifications. * Responsible for document repositories, maintenance, and updates of project documentation library. * Create workflow diagrams and screen mockups * Strong written and verbal communication skills * Under minimal supervision, acts as a liaison between the technology and business groups in the development of new systems and enhancement of existing systems. * Conduct advanced level business process analysis, needs assessments and preliminary cost/benefit analysis to align technology solutions with business initiatives. * Leads project team with gaining business user acceptance. * Reviews progress and evaluates results for accuracy and efficiency. * Resolves issues arising from internal department functions, or as brought forth by internal or external customers to assigned department. * Tracks issues to resolution within department and in partnership with other groups. * Monitors overall workflow to ensure timely completion of projects and daily work requirements. * Work with Dev and testing teams to explain requirements, do sanity checks and review test cases * Write acceptance criteria for stories and defects *Required Job Skills & Experience:* * Strong written and verbal communication skills * Minimum 5 years acting as a business analyst in an applications development environment * Bachelor’s Degree, or equivalent experience, in a relevant discipline * A track record of hands-on production of requirements artifacts on successful IT projects. *Important Differentiators* * Experience in all phases of a project development lifecycle in a fortune 1000 company working in a large, global team environment (> 5 team members) * Experience with AutoDesk/AutoCAD and ArcGIS * CBAP or CCBA certification * Experience acting as a project lead and ability to work independently * Experience in a Quality Assurance role, or a role that closely interacts with QA * Training and training documentation development * Coding or software development background * Data analysis and/or database skills with MS SQL and/or Oracle * User interface/user experience design background _*About Eight Eleven Group: *_ _Eight Eleven Group provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, national origin, age, sex, citizenship, disability, genetic information, gender, sexual orientation, gender identity, marital status, amnesty or status as a covered veteran in accordance with applicable federal, state, and local laws._ Job Type: Contract Pay: $55.00 - $65.00 per hour Expected hours: 40 per week Benefits: * Dental insurance * Health insurance * Paid holidays * Vision insurance Schedule: * Monday to Friday Experience: * GIS: 4 years (Required) * AutoCAD: 4 years (Preferred) License/Certification: * CCBA (Preferred) * CBAP (Preferred) Work Location: Hybrid remote in Houston, TX 77002

Business Analyst 12 Month Rolling Contract Hybrid, Onsite 3 Days a Week Responsible for coordinating and assisting the department to design, configure implement, test, and support a state-of-the-art omnichannel system. This includes ensuring a seamless transition between the legacy and a new omnichannel telephony system and integrated Voice Response (IVR) and Interactive Routing (IR) system. Provides post-implementation support in the following areas: <ul><li>Data Analysis: Collect, analyze, and interpret customer data from various sources such as surveys, feedback, and transactional data to discover trends, patterns, and insights that can guide customer experience initiatives. </li> <li>Feedback Management: Monitor and manage customer feedback channels, such as surveys and reviews, to extract valuable insights and track customer sentiment. Collaborate with relevant teams to address issues and capitalize on opportunities. </li> <li>Customer Journey Mapping: Develop and maintain detailed customer journey maps to visualize touchpoints and interactions, identify pain points, and identify areas for continuous improvement. </li> <li>Performance Metrics: Define, track, and report on key performance indicators (KPIs) related to customer experience. </li> <li>Recommendation Development: Generate data-driven recommendations and action plans to enhance customer experience, which may include process improvements, product enhancements, and communication strategies. </li> <li>Cross-functional Collaboration: Collaborate with cross-functional teams, such as marketing, product development, and customer support, to implement improvements in customer experience and ensure alignment with business objectives. </li> <li>Customer Segmentation: Segment the customer base based on behavior, preferences, and demographics to personalize interactions and marketing efforts. </li> <li>Market Research: Stay informed about industry trends, competitive landscapes, and emerging technologies to suggest innovative solutions for improving customer experience. </li> </ul> Additional Information <ul> <li>The qualified candidate will enable the Department to collaborate with the vendor to design a new, state-of-the-art telephone system and provide post-implementation support to ensure the best possible customer experience. </li><li>Technical information: This will be a new system. Experience needed with Genesys Multicloud CX applications, speech and interaction analytics (CallMiner Eureka Platform), BOT engines, and data reporting and analytics </li></ul> Education: <ul><li>Bachelor’s degree in business, Data Analytics, or a related field. A masters degree is a plus or other related field with Six Sigma certification. Or equivalent work experience in telephony systems and process improvement. </li> <li>Proven proficiency in data analysis and interpretation, utilizing data analytics tools and techniques. </li> <li>Strong grasp of customer experience principles and methodologies. </li> <li>Excellent communication skills, both written and verbal, for presenting findings and recommendations to stakeholders. </li> <li>Strong problem-solving abilities with attention to detail and a dedication to continuous improvement. </li> <li>Proficiency in customer feedback management platforms. </li> <li>Ability to work collaboratively in a cross-functional team environment. </li> <li>Familiarity with statistical analysis and data visualization tools. </li> <li>A customer-centric mindset and a passion for delivering outstanding customer experiences. </li> <li>Strong project management skills to drive initiatives from concept to implementation. </li> </ul>

Brooksource Interview Questions

Brooksource Interview Guides

Brooksource Interview Questions

Brooksource Salaries by Position

Brooksource Opening Jobs