Fundnel Pte Ltd
https://fundnel.comAbout
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Machine Learning (ML)
Data ScienceWe’re building the future of private financial markets
Traditionally a space only for the wealthy and well-connected, we believe in a future where private markets are more accessible to investors and fundraisers. By leveling the playing field we hope to create a more equitable economy, where inspiring companies are connected to inspired investors, whoever and wherever they are.
Leveraging our trusted brand, global networks and incredible team, we’re building a technology-enabled ecosystem that is as diverse and dynamic as our investor network. As we progress on this ambitious journey, we’re looking for energetic and creative people to support and leave their mark on our platform.
Before Applying
- We have big plans to disrupt the traditional fundraising process for private businesses
- You will work with a diverse team of former investment bankers, strategy consultants and business owners in developing, monitoring, and improving products to facilitate the activity of private investing
- Everything we do is focused on helping build the private capital markets for the next generation of business owners and investors
- We work really hard but play really hard as well
Job purpose
- We are looking for passionate Data Scientists with strong problem-solving skills and prior experience in building machine learning models. You should possess the ability to thrive in a fast-paced environment. As a Data Scientist, working with passionate data-driven enthusiasts, you will lead the deployment of decision sciences with advanced analytics as well as machine learning and AI capabilities to support various lines of businesses. You will also help to enable a data driven culture within the organization.
Roles and responsibilities
- Work with other Data Scientists, Data Engineers, Data Analysts, Software engineers to build and manage data products
- Work on cross-functional projects using advanced data modeling and analysis techniques to discover insights that will guide strategic decisions and uncover optimization opportunities.
- Develop an enterprise data science strategy to achieve scale, synergies, and sustainability of model deployment
- Undertake rigorous analyses of business problems on structured and unstructured data with advanced quantitative techniques.
- Apply your expertise in data science, statistical analysis, data mining and the visualisation of data to derive insights that value-add to business decision making (e.g. hypothesis testing, development of MVPs, prototyping etc).
- Manage and optimize processes for data intake, validation, mining, and engineering as well as modeling, visualization and communication deliverable.
You’ll be a great fit for us if you
- Bachelor or Master’s in Computer Science, Statistics, Mathematics, Economics, or any other related fields
- At least 3 to 5 years of hands-on experience in a Data Science role with exposure and proficiency in quantitative and statistical analysis, predictive analytics,multi-variate testing and algorithm-optimization for machine learning
- Deep expertise in a range of ML concepts, frameworks and techniques such as logistic regression, clustering, dimensional reduction, recommendation systems,neural nets etc.
- Strong understanding of data infrastructure technologies (e.g. Spark, TensorFlow etc).
- Familiarity with data engineering methodologies, including SQL, ETL and experience in manipulating data sets with structured and unstructured data using Hadoop, AWS or other big data platforms.
- Highly proficient in data visualization and the use of dash boarding tools (e.g.Tableau, Matplotlib, plot.ly etc).
- Proven track record in delivering bespoke data science solutions in a cross-functional setting.
- Experience in managing a small team is preferred.
Bonus attributes
- Interested in dealing with data, including finding, and exploring more efficient ways/programs (e.g. machine learning) to collect, store, and analyse data
- Preferably have some understanding of terms in financial statements and financial ratios
- Strong problem-solving skills – able to find various ways to solve problems and decide which solution to move forward
- Ability to work under pressure and tight timings
- Team oriented, but highly independent for their own projects
- High level of organisational skills and ability to prioritize
The recruiter has not been active on this job recently. You may apply but please expect a delayed response.
AngularJS (1.x)
Angular (2+)
React.js
NodeJS (Node.js)
MongoDBBEFORE APPLYING
We're looking for talented, analytical and passionate people to join our proven team as a Senior Software Engineer based in Mumbai, India.
- We are disrupting the traditional fundraising process for private businesses and investors.
- You will work with a diverse team of former investment bankers, strategy consultants and technologists in developing innovative funding and growth strategies for our users.
- Everything we do is focused on helping businesses and investors find their best match, from institutional investors all the way down to retail.
JOB PURPOSE
- Build and own Fundnel's products guided by our vision: to make private capital and investment opportunities more accessible to all.
- Contribute to the growth of the team by upholding best practices in engineering, security, and design
ROLES AND RESPONSIBILITIES
- Collaborate with the rest of the team to design, implement and launch new products and features.
- Work closely with PMs, designers, and other engineers to ideate solutions to user problems.
- Maintain stability and high integrity through testing processes with a focus on security and data protection.
- Participate in code reviews and knowledge sharing sessions, focused on growing technical & personal skills for the team.
- Explore and integrate third-party API and services to enable impactful new capabilities.
- Conduct regular feedback reviews, assist in tech operations, facilitate standards and quality within the team and reduce technical debt.
- Ensure code quality and system security through automation, unit testing and structured code reviews.
- Make improvements to developer productivity through process or code improvements and mentorship.
- Work on a distributed team.
YOU’LL BE A GREAT FIT FOR US IF YOU
- A full-stack generalist, with minimum 5 years of working full-time as a software engineer.
- Significant experience in one of the following languages or frameworks: TypeScript, React, Python.
- Experience building complex web products, with expertise working on all parts of the stack (frontend, backend, anything in between).
- Understanding of DevOps to build and maintain CI/CD pipelines.
- Working knowledge of Docker and Kubernetes.
BONUS ATTRIBUTES
- A full-stack generalist with experience building web applications.
- Experienced at writing clean, scalable code with significant experience in one or more scripting languages. You are product oriented, combining thoughtfulness with pragmatism and a will to get stuff done.
- Excited to move fast, prioritize, and constantly make critical product decisions.
- Comfortable with and curious about working outside of a traditional narrow engineering role.
- A self-starter: you have started something on your own before - a startup, an open-source project, something else.
- You believe effective and successful work is made possible by clear and honest communication, with a shared understanding of the long-term vision and immediate next actions. When you don't fully understand something, you ask lots of questions and use the opportunity to learn and grow.
Only successful applicants will be contacted.
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