Data Scientist

4 weeks ago

Pune Maharashtra, India HCT INFOTECH Full time

Data Scientist

**About the Role**

**Duration**: 6 Month

**Location**: Pune-onsite

**Timings**:Full Time (As per company timings)**Notice Period**: within 15 days or immediate joiner**Experience: 3** Years

**Must have skills**:

- Data Preparation and Exploration:
**2. Model Development**:

- Design and implement advanced time series forecasting models tailored to specific business needs.
- Utilize statistical methods, machine learning techniques, and deep learning architectures for model development.
- Optimize model performance through feature engineering, hyper parameter tuning, and model selection.

**3. Validation and Testing**:

- Develop rigorous testing frameworks to evaluate model accuracy, robustness, and reliability.
- Perform backtesting and cross-validation to assess the generalization capability of the models.

**4. Long-Term Forecasting**:

- Develop forecasting models capable of predicting future trends over extended long periods
- Incorporate external factors, seasonal patterns, and macroeconomic indicators into the forecasting models.

**5. Model Deployment and Monitoring**:

- Deploy models into production environments, ensuring scalability and efficiency.
- Implement monitoring mechanisms to track model performance, drift detection, and recalibration as necessary.

**6. Documentation and Communication**:

- Document methodologies, assumptions, and findings for reproducibility and knowledge sharing.

**Qualifications**:

- Proven experience (3+ years) in developing time series forecasting models, preferably in a commercial or industrial setting.
- Proficiency in Python programming and data manipulation libraries (e.g., Pandas, NumPy).
- Strong understanding of statistical methods ( ARIMA, SARIMA, LSTM, De-composition etc), machine learning algorithms, and deep learning frameworks (e.g., TensorFlow, PyTorch).
- Experience with distributed computing frameworks (e.g., Spark) and cloud platforms (e.g., AZURE, Block Storage etc) is desirable.
- Excellent problem-solving skills, analytical thinking, and attention to detail.
- Effective communication skills with the ability to convey complex technical concepts to non-technical stakeholders.
- Demonstrated ability to work collaboratively in cross-functional teams and adapt to changing priorities in a fast-paced environment.

**Other Personal Characteristics**
- Dynamic, engaging, self-reliant developer
- Ability to deal with ambiguity
- Manage a collaborative and analytical approach
- Self-confident and humble
- Open to continuous learning
- Intelligent, rigorous thinker who can operate successfully amongst bright people
- Be equally comfortable and capable of interacting with technologists as they are with business executives.

Pay: ₹1,200,000.00 - ₹1,300,000.00 per year

Schedule:

- Day shift

**Experience**:

- Data Scientist: 3 years (required)

Work Location: In person

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