Couture.ai Career
Couture.ai is founded by global innovators and entrepreneurs with experience and self-funding of creating global startup success stories in past. The core team consists of some of the best minds in India in Machine learning and Deep learning research.
Jobs at Couture.ai
We are looking for a research-driven expert in Java, to innovate the next phase of interface and SDK products for global consumer and business users. Credible display of innovation in past projects (or Academia) is a must. We are looking for a candidate with expertise in Algorithms, APIs, Mobile SDKs, performance, memory optimization and animation. Tier-1 college (top IITs, BITS-Pilani & IIITs) is highly preferred, exceptionally bright engineers are always welcome.
About Company
Couture AI Platform provides Pluggable Building Blocks to entire
AI stack, which are used to build and productionize varied
enterprise ML and deep learning use cases. It has enabled some
of largest global organizations implement specific vertical
targeted products build on top of its proprietary AI platform.
Nature of Business Artificial Intelligence Platform
Company Website www.couture.ai
Job Designation Product Manager - Decision Science
Job Location Bengaluru
Job Description &
Skills Required
Basic Qualifications:
• Bachelors (+Masters preferred) in Computer
Science/Mathematics/Research (Machine Learning, Deep
Learning, Statistics, Data Mining, Game Theory or core
mathematical areas) from Tier-1 institutes (IITs, IISc, BITS, IIITs,
top-ranked global Universities) with good individual academic
score.
Looking for decision science managers.
• Strong working knowledge of deep learning, machine
learning, and statistics.
- Domain understanding of Personalization, Search, Visual
and Videos.
• Expertise in using Python, statistical/machine learning libs.
• 5+ years of hands-on experience defining large scale AI
solutions and its deployment for millions of customers.
• Expertise with understanding the raw data, data
transformation and feature selection.
• Expertise with understanding of metric-driven impact-analysis
of the AI solutions.
• Ability to think creatively and solve problems.
Key Responsibilities:
• Take ownership of end-to-end engagement from defining to
delivering the business requirements, working with various
stakeholders within Couture AI and customers.
• Create feedback loops to generate the product roadmaps.
• Formulate the appropriate predictive, analytic, ML or Deep
learning solutions leveraging Couture AI Platform.
• Carry out a cost benefit comparison of various solutions, not
only driven by analytical rigor of the solutions, but also the
pragmatic aspects of deployment, data and adoption cost.
• Work with platform and tech teams to implement the
solutions.
• Drive adoption of the Couture AI Platform solutions via
demonstrating improvement in success metrics and interfacing
with business partners from other teams.
• Building business cases and models to quantify new
opportunities, using data and solid business judgment.
Basic Qualifications:
∙Bachelors in Computer Science/Mathematics + Research (Machine Learning, Deep Learning, Statistics, Data Mining, Game Theory or core mathematical areas) from Tier1 tech institutes.
∙3+ years of relevant experience in building large scale machine learning or deep learning models and/or systems.
∙1 year or more of experience specifically with deep learning (CNN, RNN, LSTM, RBM etc).
∙Strong working knowledge of deep learning, machine learning, and statistics.
- Deep domain understanding of Personalization, Search and Visual.
∙Strong math skills with statistical modeling / machine learning.
∙Hands-on experience building models with deep learning frameworks like MXNet or Tensorflow.
∙Experience in using Python, statistical/machine learning libs.
∙Ability to think creatively and solve problems.
∙Data presentation skills.
Preferred:
∙MS/ Ph.D. (Machine Learning, Deep Learning, Statistics, Data Mining, Game Theory or core mathematical areas) from IISc and other Top Global Universities.
∙Or, Publications in highly accredited journals (If available, please share links to your published work.).
∙Or, history of scaling ML/Deep learning algorithm at massively large scale.
Senior Systems Engineer – Big Data
at Couture.ai
Knowledge of Hadoop ecosystem installation, initial-configuration and performance tuning.
Expert with Apache Ambari, Spark, Unix Shell scripting, Kubernetes and Docker
Knowledge on python would be desirable.
Experience with HDP Manager/clients and various dashboards.
Understanding on Hadoop Security (Kerberos, Ranger and Knox) and encryption and Data masking.
Experience with automation/configuration management using Chef, Ansible or an equivalent.
Strong experience with any Linux distribution.
Basic understanding of network technologies, CPU, memory and storage.
Database administration a plus.
Qualifications and Education Requirements
2 to 4 years of experience with and detailed knowledge of Core Hadoop Components solutions and
dashboards running on Big Data technologies such as Hadoop/Spark.
Bachelor degree or equivalent in Computer Science or Information Technology or related fields.
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