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4 Holcim Jobs

Senior Data Science Lead - Remote Pan India

8-13 years

Mumbai

1 vacancy

Senior Data Science Lead - Remote Pan India

Holcim

posted 22d ago

Job Role Insights

Flexible timing

Job Description

Designation: Manager Data Science


Role: Senior Data Scientist (Individual Contributor)


Responsibilities:

  • Work with Business / Domain SMEs, understand pain and opportunity areas and create analytical models to identify patterns and predict outcomes of key business processes
  • Identify the appropriate modelling technique and use Machine Learning and Deep Learning Algorithms to develop self-correcting models and algorithms, validate results from the business perspective and identify levers to improve outcomes
  • Collaborate with Product Development teams to industrialize AI / ML models and conduct rapid and iterative prototyping of minimum viable solutions
  • Test hypothesis on raw datasets and build meaningful and conclusive insights to identify new opportunity areas
  • Work on all aspects of data including data acquisition, data exploration, feature engineering, building and optimizing models etc.
  • Design full stack ML solutions in a distributed computing environment including Cloud Platforms like AWS and GCP. If needed develop ML solutions to be deployed on the edge (like actuators in plants) or mobiles


Education / Qualification

  • BE / B. Tech in Computer Science, Engineering or relevant field
  • Graduate degree in Data Science or other quantitative field is preferred
  • Strong mathematics skills (e.g. statistics, algebra)
  • Certification in Cloud Analytics Platforms – AWS preferred followed by GCP/Azure

Your Experience

  • Total experience of 8+ years
  • Industry Experience especially in Manufacturing Function in a Building Material Industry, Manufacturing, Process or Pharma preferred
  • Knowledge and experience in statistical and data mining techniques: Regression, Boosting, Text Mining, Social Media Analysis, etc.

Required skills:

  • 6+ years of experience in advanced Machine Learning & Deep Learning techniques and algorithms such as Decision Trees, Random Forests, SVMs, Regression, Clustering, Neural Networks, CNNs, RNNs, LSTMs, Transformers, etc.
  • 6+ years of experience in experience in statistical computer languages (Python, R, SQL, etc.) to manipulate data and draw insights from large data sets
  • 5+ years of experience in Big Data cloud platforms like AWS, Data Lakes, and Data Warehouses with specific experience of leveraging AWS and deploying AI / ML models on these platforms
  • Experience in DL frameworks such as TensorFlow, Keras or PyTorch
  • Familiarity with business intelligence tools (e.g. Qlikview) and data frameworks (e.g. Hadoop) will be an added advantage



Employment Type: Full Time, Permanent

Read full job description

Prepare for Data Science Lead roles with real interview advice

Top Holcim Data Science Lead Interview Questions

Q1. Can you give a sample Process Flow for Procure to Pay Cycle?
Q2. How does XGBoost work? How does clustering work?
Q3. What is 2 way match and 3 way match in SAP?
View all 14 questions

What people at Holcim are saying

Data Science Lead salary at Holcim

reported by 3 employees with 8-14 years exp.
₹35 L/yr - ₹63 L/yr
58% more than the average Data Science Lead Salary in India
View more details

What Holcim employees are saying about work life

based on 315 employees
57%
76%
58%
99%
Flexible timing
Monday to Friday
No travel
Day Shift
View more insights

Holcim Benefits

Work From Home
Free Transport
Health Insurance
Job Training
Cafeteria
Soft Skill Training +6 more
View more benefits

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