Lead Data Scientist-Deep Learning Specialist
Pleasanton, CA - USA
Job Summary
Are you ready to take the next step in your career Join us for an exciting opportunity at Albertsons Companies where innovation and customer service go hand-in-hand!
At Albertsons Companies we are looking for someone whos not just seeking a job but someone who wants to make an this role youll have the opportunity to lead innovate and contribute to the growth of a company that values great service and lasting customer relationships. This position offers the chance to work in a fast-paced dynamic environment thats constantly evolving.
Bring your flavor
Building the future of food and well-being starts with you. Join our team and bring your best self to the table.
Main responsibilities:
- Design end-to-end deep learning model development from problem framing and target definition through architecture selection training strategy evaluation and iteration within a Databricks Lakehouse environment
- Architect and build end-to-end deep learning pipelines from data ingestion and feature engineering to training deployment scaling and monitoring
- Build rigorous evaluation frameworks using offline metrics and explainability methods such as SHAP-based feature importance and prediction-level explanations.
- Implement distributed training and large-scale data processing using Apache Spark
- Build scalable batch and real-time inference pipelines integrated with Databricks workflows
- Lead fine-tuning and adaptation of large models and foundation models using custom data with checkpoints experiments and model artifacts tracked in MLflow and prepared for governed deployment
- Optimize data pipelines and model performance for scalability latency and cost efficiency
- Collaborate with cross-functional teams to productionize ML solutions on the Lakehouse
The position will be based in Pleasanton CA.
We are looking for candidates who possess the following:
Required Qualifications
- Proven experience leading deep learning model development for complex business problems including problem formulation experimentation evaluation and productionization.
- Strong hands-on expertise in PyTorch or TensorFlow and modern neural architectures with experience scaling training using multi-GPU or distributed approaches
- Deep hands-on experience with Databricks including Delta Lake Spark and MLflow Unity Catalog governance and security
- Strong experience with distributed computing and large-scale data processing (Apache Spark)
- Proficiency in Python and ML/data ecosystems (NumPy Pandas Scikit-learn PySpark)
- Strong understanding of feature engineering and data pipeline design in a Lakehouse architecture
- Expertise in distributed training and inference (multi-GPU multi-node systems)
- Experience designing high-throughput low-latency inference systems
- Experience building feature stores and reusable ML components within Databricks
Preferred Qualifications
- Experience deploying large-scale deep learning models (e.g. LLMs recommendation systems) on Databricks
- Experience with cloud platforms (AWS Azure GCP) alongside Databricks
- Experience with streaming pipelines (Structured Streaming Kafka integration)
- Experience with generative AI LLM fine-tuning or foundation models
- Background in retail e-commerce or supply chain analytics
We also provide a variety of benefits including:
- Competitive wages paid weekly
- Access to up to 50% of your earned wages before payday via our partnership with Stream
- Associate discounts
- Health and financial well-being benefits for eligible associates (Medical Dental 401k and more!)
- Time off (vacation holidays sick pay). For eligibility requirements please visit myACI Benefits
- Leaders invested in your training career growth and development
- An inclusive work environment with talented colleagues who reflect the communities we serve
Our Values Click below to view video: ACI Values
A copy of the full job description can be made available to you.
#LI-MF1
Required Experience:
IC
About Company
Albertsons Companies is at the forefront of the revolution in retail. Committed to innovation and fostering a culture of belonging, our team is united with a unique purpose: to bring people together around the joys of food and to inspire well-being. We want talented individuals to b ... View more