11d 7h ago
Data & ML Engineer
Red Cell Partners·General Data Engineering · Technology
📡Remote In-Country
|United States of America$150k - $200k USD/yr
airflowdata_science/data_engineeringdbtkafka+7
Data & ML Engineer
Red Cell Partners | General Data Engineering | Technology
Remote In-Country
Full Time
United States of America
$150k - $200k USD/yr
Position:
Data & ML Engineer
Company:
Red Cell Partners
Compensation:
$150,000-$200,000
Location:
USA, Remote
Employment type:
Full-time
Work Arrangement:
Fully remote with occasional travel (up to 25%)
Short Summary:
As a Data & ML Engineer, you will build the data and model layer behind an AI-enabled decision-support system, focusing on ingestion from various source systems, record matching, and generating actionable explanations.
Responsibilities:
- Data Modeling and Record Matching
- Design and maintain the graph of entities and records
- Implement probabilistic matching and deduplication
- Establish provenance for traceability
- Scoring and Calibration
- Develop relevance and priority models
- Own calibration and threshold design
- Perform feature engineering and error analysis
- Retrieval and Generation
- Implement embeddings and vector storage
- Integrate language models and design prompts
- Own model packaging and versioning
- Pipelines and Source Handling
- Build secure ingestion and validation processes
- Implement quality checks and source drift detection
- Generate statistically representative synthetic data
Requirement:
- 5+ years of experience in data engineering, data architecture, or applied machine learning
- Strong Python and SQL skills
- Experience with AI-assisted development
- US Citizenship and active US Secret clearance required
Benefits:
- Fully remote, results-based environment
- Competitive salary, bonus, and equity package
- 100% employer-paid comprehensive health insurance
- Unlimited PTO with manager approval
- 14 weeks of fully-paid parental leave
- Opportunities for professional development and continued learning
- Optional 401K, FSA, and equity incentives available
Data & ML Engineer
Company:
Red Cell Partners
Compensation:
$150,000-$200,000
Location:
USA, Remote
Employment type:
Full-time
Work Arrangement:
Fully remote with occasional travel (up to 25%)
Short Summary:
As a Data & ML Engineer, you will build the data and model layer behind an AI-enabled decision-support system, focusing on ingestion from various source systems, record matching, and generating actionable explanations.
Responsibilities:
- Data Modeling and Record Matching
- Design and maintain the graph of entities and records
- Implement probabilistic matching and deduplication
- Establish provenance for traceability
- Scoring and Calibration
- Develop relevance and priority models
- Own calibration and threshold design
- Perform feature engineering and error analysis
- Retrieval and Generation
- Implement embeddings and vector storage
- Integrate language models and design prompts
- Own model packaging and versioning
- Pipelines and Source Handling
- Build secure ingestion and validation processes
- Implement quality checks and source drift detection
- Generate statistically representative synthetic data
Requirement:
- 5+ years of experience in data engineering, data architecture, or applied machine learning
- Strong Python and SQL skills
- Experience with AI-assisted development
- US Citizenship and active US Secret clearance required
Benefits:
- Fully remote, results-based environment
- Competitive salary, bonus, and equity package
- 100% employer-paid comprehensive health insurance
- Unlimited PTO with manager approval
- 14 weeks of fully-paid parental leave
- Opportunities for professional development and continued learning
- Optional 401K, FSA, and equity incentives available
Required Skills
airflowdata_science/data_engineeringdbtkafkanifipythonpytorchscikit_learnsparksqlxgboost
Required Languages
🇬🇧 English
Key competency: General Data Engineering