Sizzle is an exciting new startup that’s changing the world of gaming. At Sizzle, we’re building AI to automate gaming highlights, directly from Twitch and YouTube streams.
For this role, we're looking for someone that ideally loves to watch video gaming content on Twitch and YouTube. Specifically, you will help generate training data for all the AI we are building. This will include gathering screenshots, clips and other data from gaming videos on Twitch and YouTube. You will then be responsible for labeling and annotating them. You will work very closely with our AI engineers.
You will:
- Gather training data as specified by the management and engineering team
- Label and annotate all the training data
- Ensure all data is prepped and ready to feed into the AI models
- Revise the training data as specified by the engineering team
- Test the output of the AI models and update training data needs
You should have the following qualities:
- Willingness to work hard and hit deadlines
- Work well with people
- Be able to work remotely (if not in Bangalore)
- Interested in learning about AI and computer vision
- Willingness to learn rapidly on the job
- Ideally a gamer or someone interested in watching gaming content online
Skills:
Data labeling, annotation, AI, computer vision, gaming
Work Experience: 0 years to 3 years
About Sizzle
Sizzle is building AI to automate gaming highlights, directly from Twitch and YouTube videos. Presently, there are over 700 million fans around the world that watch gaming videos on Twitch and YouTube. Sizzle is creating a new highlights experience for these fans, so they can catch up on their favorite streamers and esports leagues. Sizzle is available at http://www.sizzle.gg">www.sizzle.gg.Similar jobs
About UpSolve
Work on cutting-edge tech stack. Build innovative solutions. Computer Vision, NLP, Video Analytics and IOT.
Job Role
- Ideate use cases to include recent tech releases.
- Discuss business plans and assist teams in aligning with dynamic KPIs.
- Design solution architecture from input to infrastructure and services used to data store.
Job Requirements
- Working knowledge about Azure Cognitive Services.
- Project Experience in building AI solutions like Chatbots, sentiment analysis, Image Classification, etc.
- Quick Learner and Problem Solver.
Job Qualifications
- Work Experience: 2 years +
- Education: Computer Science/IT Engineer
- Location: Mumbai
Roles & Responsibilities:
- Prepare and maintain E-commerce reports.
- Performing analysis to assess quality and meaning of data
- Preparing reports for the management stating trends, patterns, and predictions using relevant data
- Streamlining communication channels between Sales, Operations, Accounts and other teams.
- Build relationships with Marketplace Sellers/logistics partners/third party vendor/ payment gateways.
- Assigning numerical value to essential business functions so that business performance can be assessed and compared over periods of time.
- Assist Marketplace Seller to List product and execute orders.
- Process improvement and simplification.
- Maintain TAT as per set guidelines, to ensure smooth and timely operations.
- Creation of monthly & quarterly PnL
Requirement:
- Overall Experience: Minimum 2 years of experience in data analyst.
- Industry Experience: Fashion / Lifestyle / Retail
- Educational Qualification: Graduation / Post Graduation
- Behavioural Skills: Effective communication skills, prompt & proactive approach and eye for detail.
- Technical Skills: MS Office, Ecommerce metrics and customer focused.
- High-energy, results oriented individual to manage to work in a fast paced environment with quickly changing priorities, strategic approach
Job Location: Bangalore/Mumbai
- A Natural Language Processing (NLP) expert with strong computer science fundamentals and experience in working with deep learning frameworks. You will be working at the cutting edge of NLP and Machine Learning.
Roles and Responsibilities
- Work as part of a distributed team to research, build and deploy Machine Learning models for NLP.
- Mentor and coach other team members
- Evaluate the performance of NLP models and ideate on how they can be improved
- Support internal and external NLP-facing APIs
- Keep up to date on current research around NLP, Machine Learning and Deep Learning
Mandatory Requirements
- Any graduation with at least 2 years of demonstrated experience as a Data Scientist.
Behavioral Skills
Strong analytical and problem-solving capabilities.
- Proven ability to multi-task and deliver results within tight time frames
- Must have strong verbal and written communication skills
- Strong listening skills and eagerness to learn
- Strong attention to detail and the ability to work efficiently in a team as well as individually
Technical Skills
Hands-on experience with
- NLP
- Deep Learning
- Machine Learning
- Python
- Bert
Preferred Requirements
- Experience in Computer Vision is preferred
● Statistics - Always makes data-driven decisions using tools from statistics, such as: populations and
sampling, normal distribution and central limit theorem, mean, median, mode, variance, standard
deviation, covariance, correlation, p-value, expected value, conditional probability and Bayes's theorem
● Machine Learning
○ Solid grasp of attention mechanism, transformers, convolutions, optimisers, loss functions,
LSTMs, forget gates, activation functions.
○ Can implement all of these from scratch in pytorch, tensorflow or numpy.
○ Comfortable defining own model architectures, custom layers and loss functions.
● Modelling
○ Comfortable with using all the major ML frameworks (pytorch, tensorflow, sklearn, etc) and NLP
models (not essential). Able to pick the right library and framework for the job.
○ Capable of turning research and papers into operational execution and functionality delivery.
Work Timings:4:00PM to 11:30PM
Fulltime WFH
6+ Yrs in Data science
Strong Experience ML Regression, Classification, Anomaly detection, NLP, Deep learning, Predictive analytics, Predictive maintenance ,Python, Added advantage Data visualization
Expert in Machine Learning (ML) & Natural Language Processing (NLP).
Expert in Python, Pytorch and Data Structures.
Experience in ML model life cycle (Data preparation, Model training and Testing and ML Ops).
Strong experience in NLP, NLU and NLU using transformers & deep learning.
Experience in federated learning is a plus
Experience with knowledge graphs and ontology.
Responsible for developing, enhancing, modifying, optimizing and/or maintaining applications, pipelines and codebase in order to enhance the overall solution.
Experience working with scalable, highly-interactive, high-performance systems/projects (ML).
Design, code, test, debug and document programs as well as support activities for the corporate systems architecture.
Working closely with business partners in defining requirements for ML applications and advancements of solution.
Engage in specifications in creating comprehensive technical documents.
Experience / Knowledge in designing enterprise grade system architecture for solving complex problems with a sound understanding of object-oriented programming and Design Patterns.
Experience in Test Driven Development & Agile methodologies.
Good communication skills - client facing environment.
Hunger for learning, self-starter with a drive to technically mentor cohort of developers. 16. Good to have working experience in Knowledge Graph based ML products development; and AWS/GCP based ML services.
Overview – Shaadi.com is a leader in Online Matchmaking in India. Our continues endeavour is to help users find a suitable match for themselves at the earliest. We are proud that more than 6 million people found their love for life, through us. How did we do it? Well, we do just three things -
- Understand the needs and concerns of singles all over the world through tireless research and analysis.
- Provide a superior matchmaking experience to our customers while zealously protecting their privacy and security.
- Give our customers complete control through easy to use interfaces and features that can help them identify, filter and contact potential partners.
Role: At Shaadi, we always put our users first. While the need of the user to find a match has not changed, the means to find the one has changed and is continuously evolving. Business Analyst is responsible for understanding and deriving insights from the data collected by the company.
As a Business Analyst, you will work collaboratively with different teams and will involve the following.
- Will be responsible for understanding and deriving insights from the sales data collected by the company.
- They would be responsible for maintaining the data and for performing extensive analysis from data to derive actionable insights as per business requirements and give insights on revenue.
- They would have to quantify the impact of proposed initiatives, identify causations and correlations and differentiate between them.
- They would have to identify and build metrics and reports as and when required and automate these processes as expected.
- The candidate is expected to be able to analyze large amounts of data and should have the ability to work with an appropriate data warehouse solution to do so.
- Will be managing performance management system, incentives & help improve our business efficiencies working with regional & business heads.
Job requirements
We are looking for someone who
- Can keep things simple while solving problems that are complex and have a structured approach.
- Is a go-getter, does not mind getting their hands dirty to get the work done.
- Has data analytical skills & problem-solving skills
Proactively fetches information from various sources and analyzes it for a better understanding of how the business performs, and to build AI tools that automate certain processes within the company.
Roles & Responsibilities
- Develop novel computer vision/NLP algorithms
- Build large datasets that will be used to train the models
- Empirically evaluate related research works
- Train and evaluate deep learning architectures on multiple large scale datasets
- Collaborate with the rest of the research team to produce high quality research
- Manage a team of 2+ interns
Must-have skills
- 2+years of experience in building deep learning models
- Strong basics around probability and statistics, linear algebra, data structure & algorithms
- Good knowledge of classic ML algorithms (regression, SVM, PCA etc.), deep learning
- Strong programming skills
Nice to have skills
- Familiarity with pytorch
- Knowledge of SOTA techniques in NLP and Vision
Benefits
- High level of responsibility and ownership for a product impacting billions of lives.
- Extremely high-quality talent to work with. Work with a global team between US / India.
- Work from anywhere anytime!
- Best of breed industry benefits packages.
2. Should understand the importance and know-how of taking the machine-learning-based solution to the consumer.
3. Hands-on experience with statistical, machine-learning tools and techniques
4. Good exposure to Deep learning libraries like Tensorflow, PyTorch.
5. Experience in implementing Deep Learning techniques, Computer Vision and NLP. The candidate should be able to develop the solution from scratch with Github codes exposed.
6. Should be able to read research papers and pick ideas to quickly reproduce research in the most comfortable Deep Learning library.
7. Should be strong in data structures and algorithms. Should be able to do code complexity analysis/optimization for smooth delivery to production.
8. Expert level coding experience in Python.
9. Technologies: Backend - Python (Programming Language)
10. Should have the ability to think long term solutions, modularity, and reusability of the components.
11. Should be able to work in a collaborative way. Should be open to learning from peers as well as constantly bring new ideas to the table.
12. Self-driven missile. Open to peer criticism, feedback and should be able to take it positively. Ready to be held accountable for the responsibilities undertaken.