Albertsons Companies, Inc.

Lead Data Scientist-Deep Learning Specialist

Albertsons Companies, Inc. • $130K — $160K *
Pleasanton, CA 94566In-Person
Information Technology
5 - 7 years of experience
Today
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Job Overview by Ladders

Qualifications

  • 5-7 years of experience in deep learning model development for complex business challenges.
  • Expertise in PyTorch or TensorFlow and modern neural architectures, particularly high-performance training techniques.
  • Hands-on experience with Databricks ecosystem, focusing on Delta Lake, Spark, MLflow, and security management.
  • Strong proficiency in distributed computing and data processing using Apache Spark.
  • Solid command of Python and ML/data libraries such as NumPy, Pandas, and Scikit-learn.
  • Deep understanding of feature engineering and Lakehouse architecture practices.
  • Experience in building scalable inference systems for real-time applications.

Responsibilities

  • Design comprehensive deep learning models from problem identification to deployment.
  • Architect and construct efficient deep learning data pipelines for training and monitoring.
  • Create robust evaluation frameworks for model assessment and explainability.
  • Implement large-scale data processing and training solutions using Apache Spark.
  • Lead the fine-tuning process of large models with custom datasets and MLflow tracking.
  • Optimize data management pipelines for improved model performance and cost-efficiency.
  • Collaborate cross-functionally to integrate ML solutions into existing workflows.

Benefits

  • Competitive wages paid weekly.
  • Access to advance up to 50% of earned wages before payday.
  • Employee discounts on various services and products.
  • Health and financial benefits such as medical, dental, and 401k for eligible associates.
  • Paid vacation, holidays, and sick leave, with eligibility requirements.
  • Opportunities for training, career advancement, and professional growth.
  • Inclusive workplace culture reflecting diverse community values.
Full Job Description
Job Description

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


A copy of the full job description can be made available to you.

#LI-MF1

About the Team

Pay Transparency:

Starting rates will be no less than the local minimum wage and may vary based on criteria such as location, experience, and qualifications. Candidates with unique qualifications may be considered for compensation above this range. Benefits may include medical, dental, vision, disability and life insurance, sick pay, PTO/Vacation Pay or Flexible Time Off, paid holidays, bereavement pay, and retirement benefits (pension and/or 401k eligibility). [If applicable:] Associates in this position may be eligible for a quarterly bonus.

About Albertsons Companies, Inc.

Albertsons Companies, Inc. Careers

Join the vibrant team at Albertsons Companies, Inc., a leading name in the retail industry, where job opportunities abound and career growth is not just a possibility but a promise. As one of the largest food and drug retailers in the United States, we pride ourselves on fostering an inclusive culture that thrives on diversity, innovation, and leadership.

Work You’ll Do

At Albertsons Companies, Inc., you will be part of a dynamic team that pushes the boundaries of what a retailer can accomplish. With positions ranging from entry-level to senior management, our company offers a path for every ambitious professional eager to advance their career in a supportive and growth-oriented environment.

Explore Professional Growth and Development

We believe in nurturing the potential of our employees through targeted development programs and leadership training. Our commitment to professional growth is evident in our comprehensive benefits package, which supports both personal and professional development. Additionally, our diversity training ensures that everyone, from interns to executives, understands and values the richness that different perspectives bring to our company.

Innovate with Us

Innovation is at the heart of Albertsons Companies, Inc. Whether it’s through cutting-edge technology implementations in our stores or pioneering sustainability practices, our team is always at the forefront of the industry. Join us and contribute to our mission of redefining the grocery shopping experience for millions of customers nationwide.

Be Part of a Great Team

Our employees are our greatest asset, and we empower each one to contribute ideas that drive change and improve our operations. Albertsons Companies, Inc. is not just a company; it’s a community where each member’s input is valued and where every job role is essential to our collective success.

Career Opportunities Await

Whether you’re looking for a direct hiring position, an internship, or a leadership role, Albertsons Companies, Inc. offers a variety of job opportunities to help you achieve your career goals. Our team is continuously expanding, and we are always on the lookout for passionate, creative, and solution-driven team players.

Join Our Network

Get connected and stay ahead in your career by leveraging our robust professional networking options. Engage with leaders, gain industry insights, and enhance your skills through comprehensive training and real-world projects.

Apply Now

Ready to take the next step in your career? Explore the open positions at Albertsons Companies, Inc. and find the perfect match for your skills and interests. Prepare your resume, ace the interview, and join a company that values innovation and leadership.

Stay Connected

Keep up to date with the latest from Albertsons Companies, Inc. by following our careers blog. Gain insider perspectives, read about our company culture, and discover how we’re transforming the retail world.

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Personalize your subscription to receive job alerts and the latest news tailored to your preferences. Discover the exciting and rewarding career opportunities that await at Albertsons Companies, Inc. Join Albertsons Companies, Inc. today and be part of a team that is dedicated to creating a lasting impact in the retail industry. Your future starts here!
Learn more about Albertsons Companies, Inc.
Size
300,000 employees
Industry
Food & Beverages
* Ladders Estimates

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