Data Engineer
Associate Data & AI Engineering Consultant - New Graduate (Entry Level)
Istanbul
Apply on the employer's siteRole description
About Us
SnA is a business analytics consultancy with its resources actively engaged in client deliverables. SnA helps blue-chip clients in Banking, Insurance, Telco, Retail, and Energy understand their transaction-level history & conduct predictive analysis. SnA team combines skillsets in three key areas: business strategy, applied statistics, and database techniques. In the past fifteen years, SnA has completed over 300+ advanced analytics engagements with high-profile clients in the EMEA region.
This position requires a combination of
technical skills and research, communication, and presentation skills.
We seek highly motivated individuals with a strong record of professional/academic/personal achievement and place significant importance on personal qualities such as intellectual curiosity, responsibility, determination, creativity, flexibility, drive, and self-confidence.
Desired Skills and Experience
- Bachelor’s degree in a technical program (e.g., Engineering, Computer Science, MIS) from a reputable university
- Relevant experience in data engineering, analytics, or AI-related projects
- Strong knowledge of
Python
for data engineering, AI/ML development, and
SQL
- Familiarity with
machine learning fundamentals
(supervised/unsupervised learning, feature engineering, model evaluation)
- Basic understanding of
AI/ML pipelines
, including data preparation, training, inference, and monitoring
- Assertive, fast learner, highly organized, and curious about emerging
AI and data technologies
Preferred Qualifications
- Knowledge of modern, cloud-based
data and AI pipeline best practices
- Experience with
large-scale data warehousing
, data lake/lakehouse architectures, and data modeling
- Exposure to
ML frameworks and libraries
(e.g., scikit-learn, PyTorch, TensorFlow, XGBoost)
- Familiarity with
MLOps concepts
such as experiment tracking, model versioning, and CI/CD for ML
- Experience with orchestration frameworks such as
Apache Airflow or Argo Workflow
- Experience with one or more cloud environments
(AWS / Azure / GCP)
, including managed AI services
- Experience with
LLM or Generative AI
concepts (prompt engineering, embeddings, vector databases, RAG architectures)
Responsibilities
- Work closely with clients and internal consultants on
data, analytics, and AI projects
- Design and build
scalable data and AI pipelines
across Cloud and On-Prem environments
- Support the development and deployment of
AI/ML models
by ensuring high-quality, well-governed data inputs
- Assist in the implementation of
MLOps practices
, including model deployment, monitoring, and performance tracking
- Research emerging
AI, Generative AI, and data engineering technologies
to continuously improve existing platforms and solutions
Benefits
- A culture where participation is encouraged and collaboration is a real pleasure
- Work in a creative environment and a steep learning curve
- Modern workplace in the heart of Istanbul
- Direct cooperation with major brands from all conceivable industries
- Home office arrangements
- Birthday leave
- Private health insurance & Sodexo to cover food expenses
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