Applied Scientist II, CMT
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Job Description
Description
As a member of the CMT team, you'll play a key role in the evolution of our Competitive Monitoring systems to solve significantly complex and interesting technical challenges in machine learning, large language models in production, and recommender systems to name a few. The team's work directly impacts customer experience at a worldwide scale.
Key job responsibilities
Thought leader on the team and help set team directions
Research multiple problem domains, suggest various approaches to try and be as hands-on as needed while providing more junior scientists with critical mentorship
Collaborate with engineers to come up with the right LLD and HLD to solve key business problems
Strong emphasis on communication via writing, internal and external talks, and being able to align with multiple stakeholders
A day in the life
As an Applied scientist II, a typical day will involve aligning with key product, engineering and business stakeholders ; advising junior scientists on the work they are doing ; reading current research papers and staying up-to-date on AI research ; diving deep as needed to improve CMT models and addressing stakeholders from the science perspective ; writing python code
Basic Qualifications
Company - ADCI - Karnataka
Job ID: A10530900
As a member of the CMT team, you'll play a key role in the evolution of our Competitive Monitoring systems to solve significantly complex and interesting technical challenges in machine learning, large language models in production, and recommender systems to name a few. The team's work directly impacts customer experience at a worldwide scale.
Key job responsibilities
Thought leader on the team and help set team directions
Research multiple problem domains, suggest various approaches to try and be as hands-on as needed while providing more junior scientists with critical mentorship
Collaborate with engineers to come up with the right LLD and HLD to solve key business problems
Strong emphasis on communication via writing, internal and external talks, and being able to align with multiple stakeholders
A day in the life
As an Applied scientist II, a typical day will involve aligning with key product, engineering and business stakeholders ; advising junior scientists on the work they are doing ; reading current research papers and staying up-to-date on AI research ; diving deep as needed to improve CMT models and addressing stakeholders from the science perspective ; writing python code
Basic Qualifications
- 4+ years of building models for business application experience
- PhD, or Master's degree
- Experience in patents or publications at top-tier peer-reviewed conferences or journals
- Experience programming in Java, C++, Python or related language
- Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing
- Experience in state-of-the-art deep learning models architecture design and deep learning training and optimization and model pruning
- Experience in designing experiments and statistical analysis of results
Company - ADCI - Karnataka
Job ID: A10530900
More Info
Key Skills
High-performance computing
Deep learning models architecture design
Parallel and distributed computing
Algorithms and data structures
Numerical optimization
Deep learning training and optimization
Model pruning
About Company
Skills:
Java, Data mining, Python, Parsing, High-performance computing, Scientific Computing, Neural Edge Engine, Parallel and distributed computing, information theory, Algorithms and data structures, Deep Learning Theory, Numerical optimization, Gen AI models, Non Equilibrium Thermodynamics
Skills:
Java, Hadoop, C++, Data mining, Spark, Python, Parsing, High-performance computing, Machine learning models, Ranking features and techniques, Parallel and distributed computing, Algorithms and data structures, Numerical optimization, Large scale distributed systems
Skills:
Java, Unix, Data Structures, Data Mining, Algorithms, Linux, Python, Parsing, High-Performance Computing, Statistics, Supply Chain, Parallel and Distributed Computing, Engineering, Operations Research, Numerical Optimization