HR analytics

₹750-1250 INR / hour

Closed

Posted

about 1 month ago

₹750-1250 INR / hour

This dataset was part of the recruitment process of a particular client of Fireworks. Fireworks supports several information technology (IT) companies in India with talent acquisition. One of the challenges they face is about 30% of the candidate who accepts the job offer, do not join the company, this leads to a huge loss of revenue and time as the companies initiate the recruitment process again to fill the workforce demand. Frameworks wants to find out if a model can be built to predict the likelihood of a candidate along with a column that indicates if the candidate finally joined the company or not. Feature description: Candidate - Unique reference number to identify candidate DOJ Extended - Date of joining asked by candidate or not Duration to accept the offer - Number of days taken by the candidate to accept the offer Notice period - Notice period served before candidate can join the company Offered band - Band offered to candidate based on experience, performance Percent hike expected in CTC - Percentage hike expected by the candidate Percent hike offered in CTC - Percentage hike offered by the company Percent difference CTC - Difference between expected and offered hike Joining Bonus - Joining bonus is given or not Candidate relocate actual - Candidates have to relocate or not Gender - Gender of the candidate Candidate Source - Source from which resume of the candidate was obtained Rex in Yrs - Relevant years of experience LOB - Line of business for which offer was rolled out Location - Company location for which offer was rolled out Age - Age of the candidate Status - Target varible wh whether the candidate joined or not The model output should be presented in a user-friendly dashboard format. The model should prioritize accuracy to ensure the highest likelihood of predicting candidates who will join the company. The model output should include charts and graphs for easy interpretation. Excel The model will use a supervised machine learning approach. The dashboard should highlight the probability of acceptance for each candidate. The dashboard should be built as an Excel spreadsheet. The model should use a random forest algorithm for predicting the likelihood of candidates joining the company. Advanced customization options will be available for all dashboard visuals. The dashboard visuals should include advanced customization options for detailed analysis.

Excel

Article Writing

Project ID: 38845331

About the project

23 proposals

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Active 6 days ago

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23 freelancers are bidding on average ₹964 INR/hour for this job

@schoudhary1553

Top 1% in Freelancer.com Hi, Greetings! ✅checked your project details: ✅Completed Time: In project deadline We have worked on 900 + Projects. I have 6 + years of the experience in same kind of projects. If you are looking for a true Freelancer, I am the Right person for you. I am available almost 24-7 and am very responsive. I feel proud that I am a trusted Freelancer who pleases almost every single client. You can rest assure, your work will be delivered well in advance of others, with passion and accuracy. I guarantee you instant communication & responses when you need me. Why choose me? I think every client is the reason for my success. I only take projects which I am sure I can do quickly. My Portfolio Items: https://www.freelancer.com/u/schoudhary1553 I would really like to work with you on this project. If interested, Kindly contact me via chat for further details and discussion. Thank you Sandeep

₹1,000 INR in 40 days

4.9

(540 reviews)

8.5

@RomanSattar

With a surprisingly versatile skillset and years of experience in the industry, what seems like an unusual fit is actually a great asset for tackling your HR Analytics project. Let me explain: my proficiency in Excel allows me to handle high volumes of data with precision, ensuring accurate analysis and effective visualization. Considering the detailed nature of your project description and the customized dashboard visuals you envision, I am confident in my ability to deliver a user-friendly interface which helps you make data-driven decisions effortlessly. Lastly, I understand that efficiency is crucial for your organization, so let me assure you - my structured work approach ensures timely delivery. I commit myself to prompt responses, transparent communication, and most importantly, a quick 24-hour turnaround time. Choose me to elevate not just your HR analytics, but also the security of your cyber environment with my diverse skillset. Let's take this journey forward together!

₹900 INR in 40 days

5.0

(1 review)

1.0

@Dhanasaki

As an exceptionally skilled professional in the world of data analysis, I bring a unique approach to projects that sets me apart. Though my profile largely has an administrative bend, my extensive knowledge and experience with softwares such as Tally Erp9 and Tallyprime have allowed me to develop incredible proficiency with data handling and analytics - skills which translate seamlessly into excel. My precise work with accounting finalization and data entry epitomize the kind of attention to detail this project requires. I am aware of the grave consequences - both financially and logistically - when talented candidates change their minds. Thus, using my analytical acumen, I will apply advanced techniques like supervised machine learning approach (random forest algorithm) to determine the likelihood of candidate acceptance, vital information for your workforce optimization. Moreover, I understand how important it is for you to be able to fathom the output of this complex model easily. Using Excel as requested, I will not only create a visually appealing dashboard but also ensure that it provides advanced customization options for detailed analysis using charts and graphs; this will help you extract meaningful insights without much ado. Together, we can create a robust system to address this issue in your recruitment pipeline evenly!

₹1,100 INR in 40 days

0.0

(0 reviews)

0.0

@hiteshv21

HI I read your all requirements I am Fully Export In - Excel Data Entry I can show you my previous works I will give you best work on your time and budget I'll Keep Working until you get Fully satisfied with my work. i am New on Freelancer But Not for this job trust me sir/mam just give me one chance to show my talent I AM NEW ON FREELANCER BUT NOT FOR THIS JOB I want to start my freelancer work with your project THANKS Waiting For You Response............

₹1,000 INR in 40 days

0.0

(0 reviews)

0.0

@danlamii

Having a different background in Mechanical Engineering and PPL from Nigerian College of Aviation Technology, Zaria might prompt you to question how that aligns with HR Analytics. However, it is precisely because of this diversity that I bring a unique perspective to the table. Throughout my career, I've demonstrated the ability to adapt, learn new languages and get acquainted with new systems. This versatility has allowed me to develop a host of valuable skills such as data analysis, problem-solving, and a keen eye for detail necessary for understanding complex datasets such as the one in question. In making predictions about individuals' decision-making probabilities, precision is key and that's why implementing a more holistic algorithm like Random Forest is critical. I'll bring not just expertise in HR Analytics but a unique take on how else this dataset can positively impact talent acquisition processes. Being profitable is vital for any organization, so let's work together; let me crunch these numbers and help you save both time and money on candidate onboarding!

₹900 INR in 40 days

0.0

(0 reviews)

0.0

@methara7

I am the best candidate for this project because of my proven expertise in data analysis, machine learning, and dashboard creation. I have successfully implemented predictive models using Random Forest and other algorithms to solve complex business problems, ensuring high accuracy and actionable insights. My proficiency in Excel allows me to design interactive, visually compelling dashboards tailored to user needs. Additionally, my strong analytical skills and understanding of recruitment challenges equip me to deliver a solution that aligns with the client’s objectives, optimizing decision-making and improving recruitment outcomes efficiently.

₹1,000 INR in 40 days

0.0

(0 reviews)

0.0

@datascientist223

Dear Client, I will build an ML model predicting the likelihood of candidates joining the company and will build an interactive dashboard visualizing the rate of joining candidates, strong variables enabling candidates to join, and other descriptive statistics. PS: Place a message to share your dataset.

₹750 INR in 40 days

0.0

(0 reviews)

0.0

@ashirsabirao

Hi, I can also use NLP techniques to achieve the goal You are looking for a data science model that predicts the likelihood of a candidate joining a company, based on multiple features from the recruitment process. The model will use supervised machine learning with a Random Forest algorithm, and the output should be presented in a user-friendly Excel dashboard. Do you have any existing tools or platforms (such as Excel, Power BI, or Tableau) that you would prefer to integrate the dashboard with, or should I focus solely on Excel for this project? Drop me a message, and let’s create a predictive model and an intuitive dashboard to optimize recruitment efforts!

₹1,000 INR in 40 days

0.0

(0 reviews)

0.0

@vikraman0

Hi there, I came across your project and I believe my expertise in data analysis and Excel, combined with a strong understanding of HR processes, would make me a great fit for this role. With my experience in analytics, I can help you uncover meaningful insights from your data and provide actionable recommendations that align with your business goals. I've worked on similar HR-related projects before, analyzing employee data, performance metrics, and organizational trends to help businesses optimize their HR strategies. My approach involves understanding the core objectives of your project and tailoring my analysis to provide valuable, data-driven insights. I am excited about the opportunity to collaborate with you and contribute to the success of your project. Let’s discuss the specifics of what you need, and I’m confident I can deliver high-quality results within your desired timeline. Looking forward to hearing from you! Best regards

₹750 INR in 40 days

0.0

(0 reviews)

0.0

@Anandkumar311

I am the ideal candidate for this project, with expertise in Python, SQL, and Power BI, crucial for data analysis, machine learning, and dashboard creation. My experience in projects like Amazon Sales Visualization showcases my ability to analyze data and design interactive dashboards. With strong problem-solving, analytical thinking, and UI/UX skills, I can create accurate, user-friendly solutions tailored to stakeholders' needs. I am committed to delivering high-quality results to optimize recruitment processes.

₹1,000 INR in 30 days

0.0

(0 reviews)

0.0

@shagunp5

I am best candidate for you because I am extremely loyal & commited to my employer. I am hardworking and confident that I will be a great employee for you.

₹1,000 INR in 40 days

0.0

(0 reviews)

0.0

@xa15jeetparida

When pursuing a new client, it's imperative that you clearly outline expectations and showcase your company's eligibility for the job. An effectively written bid proposal can clarify a variety of key details at the very beginning of a client relationship, establish your company's expertise and increase your company's chances of being hired for the project. In this article, we explain what a bid proposal is, detail the elements they include, describe how to create one and provide a template and example that can guide you as you create your own bid proposal. Related jobs on Indeed Construction Estimators jobs Part-time jobs Full-time jobs Remote jobs View more jobs on Indeed What is a bid proposal? A bid proposal is a document that companies use to outline the products or services, pricing and time frame they can offer clients for completing a specific project. Bid proposals are primarily used to showcase a company's qualifications and provide details for pricing so that the prospective client can decide if they are the right fit for the job. Bid proposals are used by individuals and companies that are being contracted out to complete a project for a client. Because of this, they can be used any time one party is providing a good or service for another party, regardless of the industry. Construction companies, marketing or advertising firms and freelancers commonly rely on bid proposals. Related: How to Write

₹1,000 INR in 40 days

0.0

(0 reviews)

0.0

@bfjani

I'm excited to look forward in collaborating on your project! With 10 years of experience in similar tasks, I bring dedication, honesty, and attention to detail. Although new to this platform, my portfolio showcases my skills. I'm eager to deliver exceptional results, exceed expectations, and build a long-term professional association. Let's discuss your project in detail and see if we're a good fit!

₹750 INR in 10 days

0.0

(0 reviews)

0.0

@JOMOL353

I have vast knowledge of Microsoft Excel with all the tools—about 15+ years of experience. I am a professional typist as well. Give me a try.

₹1,000 INR in 40 days

0.0

(0 reviews)

0.0

@henryk40

With two years of experience as an accounts assistant in the CPA field, I have developed strong skills in financial reporting, reconciliation, and compliance "I am proficient in accounting software like QuickBooks excel and possess strong analytical and organizational skills, which are crucial for managing complex financial data accurately." I am drawn to this opportunity because it aligns with my passion and I admire the to the company quality, e.g., its commitment to innovation I am confident my expertise and attention to detail will support your team in maintaining accurate financial records and optimizing processes." Feel free to share more details about the role, and I can help refine the response further What makes me stand out is my combination of two years of CPA-focused experience and my ability to adapt quickly to complex financial systems while ensuring compliance and accuracy.

₹1,000 INR in 40 days

0.0

(0 reviews)

0.0

@vaishalij8

I am thrilled to bid on your project to predict candidate joining likelihood and create an Excel-based dashboard. With expertise in data analysis, machine learning, and advanced Excel visualization, I can deliver a robust solution tailored to your needs. Approach: Data Preparation: Clean and preprocess the dataset, handle missing values, and optimize features for modeling. Model Development: Build a supervised Random Forest model with a focus on accuracy to predict candidate acceptance likelihood. Perform cross-validation to ensure reliability. Dashboard Creation: Design a user-friendly Excel dashboard with interactive visuals, including: Probability of acceptance for each candidate. Insights on offered vs. expected hikes and joining factors. Key trends displayed via charts and graphs. Why Me? Technical Expertise: Proficient in machine learning and advanced Excel. Custom Solutions: Develop intuitive dashboards for detailed analysis. Commitment: Deliver precise, actionable insights to enhance recruitment processes. I am eager to collaborate and provide a solution that saves time, reduces costs, and enhances decision-making. Let’s discuss your requirements further! Best regards, Vaishali Aglawe

₹1,000 INR in 40 days

0.0

(0 reviews)

0.0

@Deepabagalkot

I am interested to take this opportunity. I have good hands on experience in handling excel files. I have taken HR foundation course in LinkedIn.

₹800 INR in 25 days

0.0

(0 reviews)

0.0

@Rai0505

As an experienced and dedicated freelancer equipped with the ability to adapt, my extensive understanding of Excel, SQL, and other Microsoft Office tools paired with my problem-solving and analytical skills make me an exceptional fit for this project. Having worked on various data analysis and management assignments in the past, I am well-versed in transforming complex datasets into user-friendly reports. My approach aligns with your specific requirements of leveraging supervised machine learning techniques like random forest algorithm, optimized for accuracy. I aim to deliver a comprehensive dashboard that accentuates detailed analytics to aid you in understanding the probability of candidate acceptance. Drawing upon my strong work ethic and time management skills, I will ensure timely delivery of proficiently crafted Excel visuals; customized to meet your every analytical need. Moreover, at the heart of my methodology is communication. I believe a collaborative approach ensures client satisfaction. Thus, throughout the project life-cycle, I will keep you updated with regular progress reports. Together, we can effectively tackle candidate no-show challenges and minimize your loss by making more informed recruiting decisions based on the statistical insights harnessed from this project. Let's transform this dataset into powerful actionable knowledge

₹1,000 INR in 40 days

0.0

(0 reviews)

0.0

@Vishals149

I am an Excel Dashboard Expert. My current background suits with your requirement as I am already working on the Talent Acquisition Dashboard, and I understand the challenges facing by the IT Industry. I can ensure you that you will not regret and will be relaxed once the project assigned to me. I would need to understand the source data and exact requirement as you have mentioned that "Frameworks wants to find out if a model can be built to predict the likelihood of a candidate along with a column that indicates if the candidate finally joined the company or not". Want to show you my current TA Dashboard which is 80% similar to your requirement.

₹1,225 INR in 1 day