Find your perfect fit.

Great companies are being built by amazing teams. Come be a part of it.
101
companies
1,322
Jobs
At Menlo Ventures, we invest in companies that will change how we live and work. To do that, they need creative thinkers, problem solvers, builders, and business leaders. They look to Menlo for help building their teams.
Tell us more about your professional DNA to get discovered by the companies we back.

Senior Machine Learning Engineer

Prodigal

Prodigal

Software Engineering
Mumbai, Maharashtra, India
Posted on Friday, February 23, 2024

We are a fast-growing Bay Area-based startup backed by leading investors like Menlo Ventures, Accel and Y-Combinator. We create AI and ML-powered software for the finance and lending industries, focused on repayment and debt recovery. We work to improve conversations between call center agents and customers and provide actionable insights. Our products use AI to create next-generation speech analytics that support real-time agent guidance, automated notes after conversations, and call analysis for quality assurance and compliance.

The team has deep technical talent today and we believe there is an opportunity to build an iconic vertical software business that will fundamentally impact how the multi-trillion-dollar debt industry is managed. Debt has such a massive impact on consumers and prior to Prodigal, the industry was saddled with painful, low value manual workflows, and poor customer experience- our mission is to humanize the debt repayment process through automation and data.

We are looking for a passionate and seasoned Senior Machine Learning (ML) Engineer to spearhead the design, development, and deployment of cutting-edge Machine Learning and Generative AI solutions towards Prodigal’s vision of building the Intelligence Layer for Consumer Finance.

Responsibilities:

  • ML Algorithm Development: Design and implement advanced ML algorithms leveraging traditional Machine Learning techniques and the modern NLP stack, including Large Language Models (LLMs)
  • Data Engineering & Software Development: Architect and implement data pipelines for ML model training. Lead scalable software systems development to deploy ML models into production systems, ensuring high performance and reliability.
  • Research & Innovation: Stay updated on ML research and the ever-changing Gen AI landscape, identifying opportunities for innovation.
  • Collaboration & Leadership: Effectively collaborate with cross-functional teams to deliver high-quality solutions on time. Guide team members in contributing to ML design discussions for new projects.

Requirements:

  • Extensive experience (4-5 years) in software development, with a focus on machine learning and data science in a tech company.
  • Proven track record of delivering high-quality ML products in a fast-paced, agile environment.
  • Deep understanding of machine learning algorithms with hands-on experience in developing and deploying machine learning models at scale.
  • Strong coding skills in Python. Familiarity with machine learning libraries such as PyTorch and sci-kit-learn. Experience with data manipulation and analysis tools like Pandas and Spark.
  • Strong communication and leadership skills, with the ability to effectively collaborate with cross-functional teams and mentor junior engineers.
  • Ability and willingness to work in person in our Thane office.

Preferred Qualifications:

  • Experience training and using Large Language Models (BERT, LLAMA, GPT etc) with a passion for applying Generative AI solutions in production environments.
  • Experience with cloud services (AWS) and building scalable, distributed systems.

From day 1, Prodigal has been defined by talented, humble, and hungry leaders and we want this mindset and culture to continue to blossom from top to bottom in the company. If you have an entrepreneurial spirit and want to work in a fast-paced, intellectually-stimulating environment where you will be pushed to grow, then please reach out because we are looking to build a transformational company that reinvents one of the biggest industries in the US.

To learn more about us - please visit the following

Our Story - https://www.prodigaltech.com/our-story

What shapes our thinking - https://link.prodigaltech.com/our-thesis

Our website - https://www.prodigaltech.com/