Job Description | Details |
---|---|
Company Name | Thinkproject |
Post Name | Data Scientist (m/f/d) |
Employment Type | Full time |
Job Location | Pune, Maharashtra, India |
Expected CTC | 13.2 LPA |
Vacancy | Not specified |
Starting Date of Online Application | Not specified |
Last Date of Online Application | Not specified |
Job Summary:
Thinkproject is a European market leader in digitalization tools for construction companies. Our mission is to deliver digitalization to make a safer, healthier, and more sustainable AECO (Architecture, Engineering, Construction, Operations) industry. We are looking for a skilled and motivated data scientist (m/f/d) to join our team in India. As a data scientist, you will play a critical role in analyzing, interpreting, and deriving valuable insights from vast datasets. You’ll work closely with cross-functional teams to develop data-driven solutions that drive innovation and optimization within our software solution.
Responsibilities:
- Collect, preprocess, and analyze structured and unstructured data sets related to the construction industry using statistical methods and machine learning techniques.
- Develop predictive models, algorithms, and data-driven solutions to address business challenges and enhance decision-making processes.
- Collaborate with software engineers, product managers, and domain experts to integrate analytical solutions into our cloud-based software platforms.
- Design and implement experiments, tests, and data-driven initiatives to improve product functionalities and the user experience.
- Perform exploratory data analysis to identify trends, patterns, and correlations within construction-related datasets.
- Communicate findings and insights to both technical and non-technical stakeholders through reports, visualizations, and presentations.
- Stay updated with the latest advancements in data science, machine learning, and construction technology to drive innovation within the organization.
Required knowledge, skills, and abilities:
- Master’s degree in Computer Science, Data Science, Statistics, or a related quantitative field.
- 5+ years of experience in a Data Scientist or similar role, preferably within the software industry or construction domain.
- Proficiency in programming languages like Python or R for data analysis, machine learning, and statistical modeling, with expertise in relevant libraries.
- Strong understanding of machine learning techniques (supervised/unsupervised learning, regression, clustering, normalization, etc.), along with practical experience using libraries like scikit-learn, TensorFlow, PyTorch, etc.
- Hands-on experience working with large datasets, utilizing data visualization tools (especially Power BI), and working with SQL and NoSQL databases.
- Excellent problem-solving abilities and adeptness in translating business requirements into data-driven solutions.
- Effective communication skills, capable of presenting complex findings in a clear and understandable manner.
- Ability to contribute to the production of models.
- Proficient in creating models from scratch and fine-tuning existing models.
- Good understanding of Spark SQL and PySpark.
- Ability to contribute to large models management.
- Evaluate out-of-box Supervised, unsupervised, or neural network models for their effectiveness on ThinkProject Business challenges.
- Experience in the entire ML application development lifecycle: data preparation, experiment tracking, model result reproducibility, and deployment.
- Experience working with both ML Training and Inference pipelines.
- Experience using tools like ML Flow for ML development tracking, Apache Spark for deploying ML Production applications, etc.
- Flexibility to work with both Traditional and Neural network-based ML models for use cases spanning NLP, Computer Vision, and Tabular Structured data.
Desired Skills:
- Experience with Snowflake transformations and Snowpark.
- Knowledge of Azure Data Factory or Kafka ingestion.
- Understanding of Parquet file data handling.
- Familiarity with MLFlow or Kubeflow.
What We Offer:
- Health Days
- Lunch ‘n’ Learn Sessions
- Women’s Network
- LGBTQIA+ Network
- Demo Days
- Coffee Chat Roulette
- Ideas Portal
- Free English Lessons
- Thinkproject Academy
- Social Events
- Volunteering Activities
- Open Forum with Leadership Team (Tp Café)
- Hybrid working
- Unlimited learning
Contact:
Vikas Gaikwad
Please submit your application, including salary expectations and potential date of entry, by submitting the form on the next page.
This table and information should provide a clear overview of the Data Scientist position at Thinkproject in Pune, Maharashtra, India.
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