About the Role
At FINESSE, we pride ourselves on building the foundations of a consumer brain - one that understands consumer preferences and predicts trends. As our Senior Machine Learning Engineer, you will creatively brainstorm new data sources, pipelines and algorithmic strategies to improve our trend prediction and demand forecasting. You will work alongside brilliant members of our world class team to build fascinating technology leveraging the latest techniques in AI and machine learning. Using network analysis, natural language understanding, time series analysis, computer vision and recommendation systems, you will help to optimize our decisions on what to design, how much to produce, and how best to market.
About You
You can’t wait to apply your data and machine learning expertise to figure out what’s trending in culture and fashion in realtime and to eliminate the inefficiencies in fashion design and distribution that make fashion the second largest polluter in the world. You love social data and the messy nature of it and embrace the challenges of big data, performance and scalability, thinking long-term and setting up systems that benchmark progress, prevent regressions, and are easily maintainable by other collaborators. Above all, you’re excited to build something from the ground up that will touch the lives of millions of people worldwide.
Recommended Background
- With significant experience across NLP, sentiment analysis, network/graph analysis, time series analysis, reinforcement learning, computer vision with a deep specialization in one area; MS or PhD in a relevant field
- Extensive experience with Python and deep learning frameworks (PyTorch or TensorFlow); proven track record of deploying large-scale ML models in production
- Experience working with heavily alternative data sets
- Solid statistical foundation and inspired creative mathematical understanding of real world problems
- Strong understanding of ML ops (e.g., MLflow, Kubeflow), experience building production-level machine learning systems
- Published research or significant contributions to open-source ML projects highly valued
What You’ll Love at FINESSE
- Being at the forefront of and working towards creating a culture-defining new product
- A close-knit, extremely passionate & world class team excited about changing the face of fashion
- A diverse team and culture that values inclusivity and individuality as highest priority
- Company sponsored happy hours and outings
- Comprehensive benefits: Medical, dental and vision insurance; 401k with 3% matching
- A monthly wellness benefit of $100 to spend on whatever makes you happy as well as
- A monthly transportation benefit of $150
- A monthly meal benefit of $100
- Paid maternity and paternity leave
- Sponsored weekly team lunches
- Unlimited PTO
Our Culture
FINESSE has a dreamer & doer culture. We envision the next age of fashion & consumer and then get to work to implement it, always thinking creatively, innovatively and collaboratively to create real change. We are energetic, highly creative and hungry for change that is both revolutionizing as well as ethical.