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ML Engineer / Data Scientist

Peakflo LogoPeakflo


Date Posted

29 Aug, 2024

Salary Offered

$1800000 — $2200000 yearly

Job Type

Full Time

Experience Required

3+ years

Remote Work

Allowed

Stock Options

No

Vacancies

1 available


ML Engineer / Data Scientist

🚀 What we’re building

  • Finance operations at any high-growth SMB or startup are plagued with resource-intensive customer collections and vendor payment processes. This culminates into hundreds of wasted finance manhours and thousands of dollars in payment fees!
  • Peakflo with its simple API and one-click accounting software integrations, allows businesses to streamline their customer collections and vendor payments. 187 finance team users, from early-stage startups to unicorns in SE Asia, use Peakflo each week to:

✅Save 100 hours/month on finance ops ⏳

✅Get paid faster on customer invoices by 10-20 days 📈

✅Streamline vendor payments and save 50-90% on fees 💰

Most importantly, we have begun building an environment that encourages intellectual curiosity, problem-solving, and ownership. An environment that provides the support and mentorship needed to succeed, learn, and grow ❤️

💻 What we’re Looking For:

We are seeking a highly motivated and detail-oriented ML Engineer / Data Scientist to join our dynamic team. As a ML Engineer / Data Scientist, you will play a crucial part in developing and implementing machine learning solutions to drive business growth and improve our products.

💪 What you’ll do

  • Fine-tune and perform prompt engineering for LLMs (primarily Google's Gemini, OpenAI's GPT 3.5, GPT 4 & GPT-4o, and Anthropic's Claude) to create advanced AI Finance Employees.
  • Develop advanced customisable OCR models, chat bots and approvers.
  • Architect LLM systems that integrate with third-party tools for diverse Peakflo use cases (e.g., email conversations, user chat interfaces).
  • Minimize hallucinations and improve consistency in AI-generated responses.
  • Optimize LLM system performance to reduce latency.
  • Stay current with the latest advancements in LLM technologies to maintain our competitive edge.

🕵️‍♀️ Who we’re looking for

  • Bachelor's or Master's degree in Statistics, Machine Learning, Data Science, or a related field.
  • 2 years of industry experience with Machine Learning, Statistics and / or LLM fine-tuning and prompt engineering.
  • Excellent written and verbal communication skills in English.
  • Extensive experience in Python programming.
  • Proficiency with cloud platforms like Google Cloud.
  • Strong expertise in Python back-end development and launching ML products in production.
  • Passionate about AI and its potential to transform businesses.

➕ We’re Particularly Interested In People Who Have:

  1. Experience with multiple LLM platforms and frameworks.
  2. Familiarity with natural language processing (NLP) techniques and libraries.
  3. Knowledge of software engineering best practices and version control systems (git)

🙂Benefits :

  • Competitive salary and benefits package.
  • Opportunity for career growth and skill development.
  • Collaborative and innovative work environment.
  • Flexible work hours and remote work options.

About Peakflo

Peakflo Logo

Bill.com for SE Asia

Company Size: 11 - 50 People
Year Founded: 2021
Country: Singapore

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