Choco is on a mission to enable the global food system to become sustainable by optimizing the way food is sold, ordered, distributed, and financed. Our AI-focused software connects distributors with their customers to operate waste-free and efficiently. A problem of this magnitude requires a massive scale and only the best people will be able to solve it. Are you in?
Here’s what we’re up to: https://bit.ly/4fyXonBWe're seeking a Staff Machine Learning Engineer to spearhead our technical AI strategy, utilizing state-of-the-art large language models like GPT-4 to craft bespoke solutions for real-world problems.Our current tech stack includes AWS serverless stack, Databricks + mlflow, Kubernetes, Kafka, PostgreSQL, DynamoDB, Elastic Cloud, models from different vendors incl. OpenAI, Python with common libraries and frameworks. For data transformations, we primarily use SQL, dbt & PySpark.
What You’ll Be Doing:
Lead end-to-end development, deployment, and optimization of AI systems
Drive Choco's technical AI vision, roadmap, and projects alongside the rest of Data and Engineering leadership
Collaborate with and be part of cross-functional teams to integrate sophisticated models into our systems
Develop innovative solutions for complex business challenges
Mentor and coach other data scientists and engineers
Your Responsibilities:
Understand and interpret complex business and customer challenges, translating them into actionable AI solutions.
Ensure AI systems are scalable, efficient, and effective.
Articulate a vision and long-term roadmap for AI at Choco, outlining immediate actionable steps to achieve it.
Lead by example, demonstrating a strong work ethic, quick iterations, and a commitment to continuous delivery. Embrace and drive Choco's ambitious goals, thriving in a fast-paced, challenging startup environment.
Employ an agile approach, emphasizing swift delivery, responsiveness to feedback, and continuous improvement.
What We’re Looking For:
Hands-on experience with state-of-the-art LLMs like GPT-4 and how to safely deploy them in production systems. Experience with language model-based applications and architectural patterns, including conversational agents, fine-tuning and RAG
Proven expertise in personalized Search and Recommendations, Information Retrieval, and NLP challenges, such as Named Entity Recognition
Strong programming and engineering skills
Strong communication skills and ability to translate complex concepts into actionable solutions
Experience in startup environments and ability to navigate ambiguity, taking ownership and getting things done
Choco was founded in 2018 in Berlin. Now, we are a dedicated team of over 300 Chocorians across Europe and the US. We seek hungry and humble individuals who embrace hard work, put our team first, and are committed to building a lasting company. Our mission demands urgency and speed while maintaining a long-term vision.In just five years, Choco has raised $328.5 million and achieved unicorn status in 2022, with a valuation of $1.2 billion. We're supported by some of the world’s best investors like Bessemer Venture Partners, Insight Partners, Coatue Management, and LeftLane Capital.Choco is an equal opportunity employer.
We encourage people from all backgrounds to apply. We are committed to ensuring that our technology is available and accessible to everyone. All employment decisions are made without regard to race, color, national origin, ancestry, sex, gender, gender identity or expression, sexual orientation, age, genetic information, religion, disability, medical condition, pregnancy, marital status, family status, veteran status, or any other characteristic protected by law.
