FINN drives change for people, organisations and the planet through frictionless mobility. Offering convenient and flexible car subscriptions, we bring a true e-commerce experience to car ownership and accelerate the advent of electric mobility. We work with the best car brands in the world and are backed by leading global investors.
At FINN, we're committed to enhancing our pricing capabilities to make more efficient fleet decisions and optimise our dynamic spot pricing. To elevate this initiative, we're seeking a freelance data expert who can work with us to implement solutions in these areas.
We are looking for a professional with advanced expertise in demand forecasting and dynamic pricing strategies. The ideal candidate will have a strong background in statistical modelling, machine learning, and data analysis, with the ability to build sophisticated forecasting models and real-time pricing algorithms. Experience in subscription-based or inventory-intensive industries, especially within the automotive sector, is highly desirable.
Formal Requirements:
Professional Experience
- Pricing expertise: Experience in testing different pricing strategies/elements and building POCs
- Technical expertise: Proven track record of implementing dynamic pricing & yield models from scratch (e.g. airline, rental, hotel industry)
- Industry experience: Track record in e-commerce (preferable car leasing, car subscription)
Hard Skills
- Price Optimization Algorithms: Experience in developing algorithms for dynamic pricing, including Linear programming, Nonlinear programming and reinforcement learning techniques.
- Statistical Modelling: Strong foundation in regression analysis, hypothesis testing, and multivariate statistics.
- Time-Series Analysis: Proficient in ARIMA, SARIMA, Prophet, and exponential smoothing models for long-term forecasting.
- Predictive Modelling: Expertise in supervised and unsupervised learning algorithms like Random Forests, Gradient Boosting Machines, and Neural Networks.
- Extended knowledge in the Data Stack: SQL, Python, Spark, GCP
Soft Skills
- Stakeholder Engagement: Skilled at presenting technical concepts to non-technical audiences, including C-level.
- Problem-Solving: Exceptional ability to break down complex problems and develop data-driven solutions.
- Documentation: Proficient in documenting methodologies, processes, and model assumptions.
- Flexibility: Comfortable working in a fast-paced environment and adapting to changing priorities.
Application Process:
Please submit the CVs and rates of profiles that fit these requirements before 11 Nov 2024.
Short-listed candidates will be invited to an interview.
Hi there ,
I'm bidding on your project "Senior Data Scientist in Pricing Domain". Let's dive in and have a meeting
I am expert in this area. please leave a message on my chat so we can discuss the budget and deadline of the project. I have read your project description and i'm confident i can do this project for you perfectly.
Regards,
Live Experts®
..
Hello Sir,
How can you revolutionize dynamic pricing to maximize fleet efficiency and accelerate electric mobility adoption?
I specialize in transforming automotive pricing strategies using advanced demand forecasting and dynamic pricing models. As an expert, I can deliver tailored solutions that align seamlessly with FINN's mission for frictionless mobility.
Here's how I will achieve this:
Here are steps I will take to complete this project:
- Conduct an in-depth analysis of existing pricing data to identify opportunities for optimization.
- Develop and validate sophisticated forecasting models tailored to the car subscription market.
- Implement state-of-the-art dynamic pricing algorithms using reinforcement learning and optimization techniques.
- Collaborate with stakeholders to integrate models into FINN's pricing ecosystem effectively.
- Monitor and refine the models continuously to adapt to market changes and customer behavior.
As a commitment to this proposal, I offer a complimentary demonstration of a dynamic pricing solution tailored to automotive needs, showcasing its potential impact on fleet efficiency and e-commerce capabilities.
I am enthusiastic about the prospect of discussing how my expertise can support FINN's goals, delivering unmatched value and innovation in the subscription-based automotive industry.
Regards, Smith
I am a freelance data expert specializing in dynamic pricing, demand forecasting, and data-driven pricing strategies, with hands-on experience in the e-commerce and mobility sectors. I am excited about the opportunity to support FINN in optimizing fleet decisions and implementing advanced pricing algorithms to drive your mission of frictionless and sustainable mobility.
Hi
How are you?
I have gone through your project requirements; As a Senior Data Scientist with an extensive experience of over five years in machine learning and data science, I have honed my skills across multiple industries – including e-commerce. My comprehensive Python services equip me with the necessary tools to process, clean, analyze, and visualize your data intuitively and effectively. In alignment with your project requirements, my expertise in statistical modeling, time-series analysis, dynamic pricing strategies and demand forecasting make me a perfect fit for your team at FINN.
To address your need for dynamic pricing strategies and advanced forecasting models, I bring to the table a strong background in price optimization algorithms and predictive modeling. I have hands-on experience with Nonlinear programming, Linear programming as well as reinforcement learning techniques that will help enhance your pricing capabilities.
Throughout my career, I have prided myself on delivering results that align perfectly with client objectives while surpassing expectations in timeframes. With me on board, you will be assured of an analytical partner who applies strategic thinking and communicative clarity towards propelling your vision of frictionless mobility forward at FINN.
Hello,
I am excited about the opportunity to collaborate with FINN and enhance your pricing capabilities. With a strong background in demand forecasting and dynamic pricing strategies, I can build sophisticated forecasting models and real-time pricing algorithms that will aid in efficient fleet decisions. My expertise extends across statistical modeling, machine learning, and data analysis, particularly in subscription-based and inventory-intensive industries, aligning well with your needs in the automotive sector.
Could you tell me more about the specific datasets you currently have and any pricing models already in place?
Looking forward to discussing this further.
Regards,
Muhammad Awais
Hi there! I'm Unes, a machine learning engineer with a passion for transforming data into actionable insights. Your project at FINN resonates with my expertise in dynamic pricing and demand forecasting. Here's how I envision tackling it:
Leveraging my experience in statistical modeling and machine learning, I'll develop sophisticated forecasting models and real-time pricing algorithms tailored to your needs. My background in subscription-based industries, particularly in automotive, aligns perfectly with your goals.
I'll employ advanced techniques like reinforcement learning and time-series analysis to optimize pricing strategies. My proficiency in SQL, Python, and Spark ensures seamless integration with your data stack.
To ensure success, I propose a collaborative approach, engaging stakeholders and documenting processes meticulously. How do you envision the integration of these models with your current systems? Let's discuss how we can drive change together. When would be a good time to connect?
Hello,
I’m a senior data scientist with +6 years industry experience.
Proficient in the frameworks, forecasting models, and methodologies you mentioned.
I’ve read the project requirements and ready to start and I will deliver very quickly.
Thanks !
✨ Hello
I am excited to express my strong interest in your project.
With my extensive expertise in Data Science, Data Analytics and Model Testing & Optimization, I am certain that I can provide you with exceptional services and high-quality work.
Having completed numerous projects similar to yours, I bring a wealth of experience and a proven track record of success.
I am ready to start working on your project immediately.
I would like to discuss your project in more detail to ensure I'm perfectly aligned with your vision and goals.
Cheers...
Hi
I'm very interested in your project since I'm very confident in Data Science, Model Testing & Optimization and Data Analytics.
So far, I have completed lots of projects similar to your project so I have rich experience.
I can start working right now and will provide you the best services and quality works.
Shall we discuss your project in more detail now?
Eric
Dear FINN Team,
I understand that you are looking for a freelance data expert with advanced expertise in demand forecasting and dynamic pricing strategies to enhance your pricing capabilities. I have experience in implementing dynamic pricing models and conducting statistical analysis to optimize pricing decisions. My background in developing forecasting models and real-time pricing algorithms can contribute to your initiative. I am proficient in SQL, Python, and have experience working with predictive modeling algorithms like Random Forests and Neural Networks. Could you provide more insights on the specific types of data sources and volume that will be utilized for this project?
Regards,
Hello Elisaritter,
I read you project description carefully and I am very interested in your project.
As a senior full-stack developer who has good experience in website development over 6 years, I have extensive experience in Python/Django, Node.js/Express, React/Redux development.
I have also various experiences in Data Science, Data Analytics, Model Testing & Optimization.
I am a passionate developer and always strive to build your project with zero bugs, errors.
Please come over chat and discuss your requirement in a detailed way.
Thank You
Hi,
I read your job Senior Data Scientist in Pricing Domain description and notice I am a candidate in this project.
As a senior software engineer, I have a strong experience of working in similar projects.
I am very familiar with Data Science, Model Testing & Optimization and Data Analytics.
I can handle and complete your project without a problem.
I can start work right now.
Please message me to discuss more.
Regards,
Dear Elisa,
It sounds like FINN is revving up for an exciting ride in the pricing domain! As a Senior Data Scientist, I'm here to turbocharge your pricing capabilities and steer you towards success in dynamic spot pricing. With my expertise in demand forecasting and dynamic pricing strategies, I'll help you navigate through the data-driven landscape to optimize fleet decisions and enhance pricing efficiency.
Before we hit the road together, I'd love to know - how do you envision integrating real-time pricing algorithms into your current operations at FINN?
Looking forward to potentially collaborating with you on this thrilling project.
Best Regards, Rashid
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Sadia N.
Hello
With my expertise in Data Analytics, Data Science and Model Testing & Optimization, I am confident that I can deliver the best solutions and high-quality results for your needs.
I guarantee you'll receive personalized attention to detail every step of the way—from gathering requirements to defining scope—to ensure your vision is perfectly aligned with the delivered product.
Shall we discuss your project in more detail via chatting?
Best regards.....
Hello there,
As an experienced researcher and data scientist, data analyst, my qualitative analysis skills perfectly align with your job requirements. My profound knowledge of Python and R Studio guarantees fast learning and adaptation to new tools. Moreover, my advanced skills in Excel make me highly competent in handling large datasets efficiently—making me proficient in extracting the best insights from your transcripts.
I fully comprehend the importance of working papers and meticulously preparing financial statements, especially within strict timelines. my sharp analytical skills and extensive knowledge of excel ensure that I leave no stone unturned in making sure every detail is covered under evaluation.
My passion for quality, originality and meeting deadlines makes me an excellent choice for this project. I cannot wait to prove my extensive skills to you through providing actionable insights that will help guide your decision making regarding domestic charter flights.
Having developed my career as a Data Analyst and Website Developer, I've honed my skills in making informed, data-driven decisions that drive impactful change. This background has equipped me with not just the technical knowledge encompassing SQL, Python, Spark and GCP you require, but also a valuable ability to think critically and apply creative problem-solving strategies – a vital trait when it comes to tackling complex pricing and yield-related challenges.
I have demonstrated considerable proficiency in demand forecasting which forms part of your specific ask . In my role as a Data Analyst, I have had to extensively use regression analysis, hypothesis testing and multivariate statistics to make stark predictions for higher management.
Finally, my industry experience in e-commerce combined with the work I've done building user-friendly platforms could offer new perspectives on how we can translate sophisticated statistical findings into practical pricing solutions that align with FINN's business objectives and can be easily implemented for day-to-day operations. At every stage from data cleansing to model documentation, you can count on me to retain the utmost attention to detail to deliver high-quality results that contribute to your broader vision of 'frictionless mobility'.
Dear Client
With a strong data science and management background, I bring hands-on expertise in dynamic pricing and demand forecasting that aligns with FINN’s objectives to optimize fleet decisions and enhance pricing strategies. My experience spans creating advanced predictive models and real-time pricing algorithms, utilizing methods like ARIMA, neural networks, and reinforcement learning. Having developed and tested pricing frameworks for high-turnover industries, I understand the nuances of subscription-based services and automotive leasing models.
My approach is grounded in effective communication, breaking down complex data insights for diverse stakeholders and ensuring alignment across all levels. I’m committed to delivering structured, high-impact solutions that integrate seamlessly into your operations, supporting FINN’s mission of driving sustainable mobility through data-driven decisions.
I look forward to discussing how my expertise can contribute to your growth trajectory and dynamic pricing advancements.
Warn Regards
Ehtasham
Hi,
With over a decade of experience in the data science and software development field, I am confident that my proficiency aligns perfectly with your project requirement. My ingenuity in demand forecasting and pricing strategy, built from my contributions in several critical fields such as aviation and hospitality, ensures that I can deliver the dynamic spot pricing accuracy and optimization you seek.
In building predictive algorithms, I am well-grounded in techniques including linear programming, nonlinear programming, reinforcement learning, ARIMA, SARIMA, Prophet and exponential smoothing models. Furthermore, my deep grasp of supervised and unsupervised learning algorithms like Random Forests, Gradient Boosting Machines and Neural Networks have enabled impactful solutions to businesses similar to yours. My familiarity with key tools of the trade like SQL, Python and GCP will be complementary to swiftly integrating with your existing systems.
Vernon.
Hello Sir, I am a senior data consultant with extensive experience at IBM, where I’ve worked closely with clients across various industries. My work involved supporting clients in developing advanced data solutions to measure promotional impacts on sales and implement real-time sales forecasting. This experience included handling large datasets, which we structured and processed through GCP’s BigQuery for optimal performance and organization, using a highly organized framework to streamline our approach.
In terms of pricing and forecasting, I have expertise in building sophisticated models from the ground up, including dynamic pricing and demand forecasting strategies. My background includes strong skills in statistical modeling, time-series analysis, and predictive modeling. My familiarity with advanced price optimization algorithms and extensive experience in both SQL and Python make me a strong fit for your requirements. I am skilled in engaging stakeholders at all levels, from data teams to C-level executives, ensuring complex concepts are presented in clear, actionable ways.
Given my technical skills, experience in high-stakes pricing analysis, and familiarity with GCP, I am confident I could effectively support FINN's objectives of optimizing fleet pricing and enhancing pricing capabilities. I look forward to discussing how I can contribute to your goals.
Best regards,
