Company Profile
FlixStock is a category-defining company introducing programmatic visual content creation to the world. FlixStock’s primary mission is to help fashion retailers create fashion images effortlessly and economically.
Bringing technological innovations, we assist in creating very high-quality images at a fraction of the current cost and effortlessly. The world’s largest brands, fashion houses and online apparel retailers trust FlixStock for high-quality images. We have offices in Gurgaon, India and Singapore.
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Your Future with FlixStock
Walk:
Learning data visualization methodologies and understanding data augmentation techniques. Learn the art of training and debugging a neural network is one of the core competencies we expect from you.
Jog:
We start with implementing existing research papers and prototypes, fine-tuning existing neural networks for our use cases. Also extending our in-house networks to multiple use cases and categories.
Sprint:
Designing new neural architectures, improvise and improve on existing neural networks to beat state of the art. Deploying these neural nets to production at scale.
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Responsibilities
Designing, developing, and deploying deep learning systems
- Analyzing deep learning architectures and defining architecture strategy
- Deploying models to production
- Managing available resources such as hardware & data
- Exploring and visualizing data
Running ML/DL tests and experiments
- Defining validation strategies
- Defining relevant metrics
- Defining data augmentation pipelines
- Defining preprocessing strategies
Implementing appropriate DL algorithms
- Training models and tuning their hyperparameters
- Analyzing the errors of the model
- Debugging neural networks
Studying and reproducing DL prototypes/research papers
Keeping abreast of developments in the field
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Requirements
- 2-4 years experience in Designing and Deploying DeepLearning Solutions
- Excellent knowledge of Deep Learning Architectures/Convolutional Neural Networks
- Excellent knowledge of Supervised Learning, Adversarial Learning
- Excellent knowledge of Image Processing and Computer Vision algorithms
- Excellent Python Coding Skills
- Robust working knowledge with deep learning frameworks (like Tensorflow or PyTorch)
- Experience with GPU/CUDA programming
- Deep knowledge of math, probability, statistics and algorithms
- Understanding of data structures, data modeling, and software architecture
- Excellent communication skills
- Ability to work in a team
- Outstanding analytical and problem-solving skills
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Experience
- Experience: 3-5 years
- Education: Preferred bachelor’s degree in Engineering or Mathematics
- Location: Singapore
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Trust, freedom & responsibility
Our success depends on a strong and solid team of people.
- We trust our employees. This secures a positive environment supportive of personal and professional growth.
- We give our employees freedom. This creates a strong culture encouraging initiative, leadership, and new ways of thinking.
- With freedom comes responsibility. This gives our employees the drive to achieve the greatest results.