BigCircle Ventures · 1 month ago
Data Engineer
United States
Full-time
Remote
Mid LevelBigCircle Ventures is an expanding Digital Health Start-Up seeking a Data Engineer. The successful candidate will develop scalable data management architectures and work closely with Data Science and Application Development teams to leverage IoT, sensor, and AI technologies for improving patient care.
Renewable EnergyCleanTechGreenTechInnovation Management
Responsibilities
Develop scalable data management and data processing architectures
Manage data acquisition from API, batch, event or streaming sources
Develop processes for data aggregation
Design and develop data pre- and post-processing stages
Plan and design for data governance, security, provenance and the over-all data lifecycle
Leverage best-in-class cloud technologies to cater for OLTP and OLAP business needs
Integrate ML models and Analytic components into the workflows (including MLOps)
Work closely with Data Science and Application Development teams in an agile development process
Qualification
Required
B.Sc., B.Eng. or higher in Computer Science, Computer / Electronic / Systems Engineering, or similar disciplines
Proven experience as a Data Engineer
Experienced with structured, semi-structured and unstructured data (e.g., Relational, JSON, Schema-less)
Experience with creating, cleaning and curating datasets and databases such as: MySQL, PostgreSQL, MongoDB, Redis, Bigtable, time-series databases or similar
Serverless/distributed processing experience, e.g., Multiprocessing, containers, lambda or similar
Know-how for scheduling workflows, e.g., DAGs with Apache Airflow
Accomplished and versed with various ETL approaches
Exposure to classical and deep learning-based ML methods (e.g., CNNs, DL Auto-encoders, etc.)
Knowledge and experience of relevant data, analytics, visualization and ML languages and libraries is important (e.g., Julia/Python, Boto3/Apache Airflow, Parquet, SciPy/NumPy, Pandas/Matplotlib, Keras/TensorFlow, PyTorch, etc.)
Experience with Model Deployment / ML Ops is desirable. Edge-based inference is also of interest
Experience with AWS (Fargate, RDS, EC2, SageMaker, Timestream, EMR, Kinesis, MWAA, etc.), Docker, IaC (Terraform), CI/CD, monitoring and related tooling
Experience with Time-Series Data is a bonus
Communicating effectively in an interdisciplinary environment (AI/ML, product management, regulatory, clinical)
Have practical experience with ETL, Data Pipelines and Cloud Deployments
Experience in design and building data solutions while ensuring confidentiality, integrity, and availability
A strong engineering interest in ML and data science
Business proficient in English (spoken and written)
Benefits
The role offers a competitive salary and most importantly the chance to be a central player in the future of healthcare.
Company
BigCircle Ventures
BigCircle Ventures is a cleantech venture builder engaged in transforming early-stage deeptech research into scalable startups.
Founded in 2024
2-10 employees
Funding
Current Stage
Early StageTotal Funding
$2.32MKey Investors
Alphatron Group B.V.,OostNL
2025-10-22Seed· $2.32M
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