Principal Data Scientist
2 weeks ago
Department
- D&AI - Adj Mobility, COE - COE
- Job posted on
- Sep 19, 2023
- Employment type
- White Collar
**Group Company**: TVS Motor Company
**Designation**: Principal Data Scientist (PDS_D&AI - Adj Mobility, COE - COE)
**Office Location**: Electronic City (Territory)
**Position description**:
**About TVS**
At TVS Motors, we like to help people meet their mobility needs with our products and services. We offer our products (sports bikes, scooters, utility mopeds, Vehicle accessories, Merchandise, mobile Apps to track vehicle performance and value-added services etc.) to users across India as well as 60+ countries in Asia, Africa and Latin America, with the help our more than 5000 authorized retail outlets in India and more than 1000 in international markets.
We are looking to welcome an experienced data scientist who can build Data science products at scale for driving internal functions. This role includes designing and building AI/ML products for process optimization, standardization and continuous improvement. This role will collaborate closely with Total Quality Management / six sigma experts to help analyse the data using various AI/ML/AutoML techniques.
**Primary Responsibilities**:
- Need to deliver solutions to production through the software development lifecycle
- Develop AutoML/AI/ML products in Total Quality Management (TQM) process to standardize current process across overall organization
- Strong understanding of statistical analysis and automate the same using open AI platforms
- Partner with data architect/data engineers and implement data science products/processes at scale
- Write production ready code and deploy real time ML models; expose ML outputs through APIs
- Good to have hands-on experience with open source tools such as Kaldi, Pytorch-Kaldi
**Additional Responsibilities**:
- Over 5+ years of Applied Machine learning experience in at least three fields of machine learning such as Text Information Retrieval, Natural Language Processing (NLP), Social Media Analytics,
- Recommender Systems, Deep learning, Supply-Chain Optimization, Forecasting, & Voice AI
- Post graduate/graduate in Maths, Computer Science, Statistics, Operation Research or related field with a minimum of 4 years of relevant experience or Masters in Math, Computer Science, Statistics,
- Good to have experience in implementing AutoML at scale
- Knowledge on Quality management concepts like QC story, 7 QC tools, TQM & Six sigma
- Hands on experience in model building, validation, and productionizing
- Expert Python Programmer, strong hold on SQL
- Proficient in Cloud Technologies and Service (Azure Databricks, ADF, Databricks MLflow)
- Have 2+ years leading and / or collaborating with small teams
- Proficient in communicating technical findings to non-technical stakeholders
- Experienced in ML lifecycle mgmt. and ML Ops tools & frameworks
**Educational qualifications preferred**
- **Category**: Bachelor's Degree, Master's Degree
- **Degree**: Bachelor of Engineering - BE, Bachelor of Technology - BTech, Master of Business Administration - MBA
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