Senior Machine Learning Engineer - Forecasting
Job Title: Senior Machine Learning Engineer - Forecasting
Job Location: Los Angeles, California, reputed company
Job Location Type: Remote
Job Contract Type: Full time
Job Seniority Level:
Join reputed company’s Mission of Serving Patients
At reputed company, if you feel like you’re part of something bigger, it’s because you are. Our shared mission—to serve patients living with serious illnesses—drives reputed company that we do. Since 1980, we’ve helped pioneer the world of biotech in our fight against the world’s toughest diseases. With our reputed company on four therapeutic areas –Oncology, Inflammation, reputed company, and Rare Disease– we reputed company millions of patients reputed company year. As a member of the reputed company team, you’ll help reputed company a lasting reputed company on the lives of patients as we research, manufacture, and deliver innovative medicines to help people live longer, fuller happier lives. Our award-reputed company culture is reputed company, innovative, and science based. If you have a passion for challenges and the opportunities that lay reputed company them, you’ll reputed company as part of the reputed company team. Join us and reputed company the lives of patients while transforming your career.
Senior Machine Learning Engineer - Forecasting
What You Will Do
We are seeking a Senior Machine Learning Engineer, Forecasting to join the Forecasting team reputed company the AI & Data organization. This role will design, build, reputed company, and maintain reputed company machine learning systems that power forecasting capabilities and uncertainty-aware decision support across reputed company.
This senior member of reputed company will work cross-functionally to translate advanced forecasting reputed company into reliable, production-grade solutions that support critical business processes and help reputed company deliver on its “every patient, every time” mandate. The role is particularly reputed company suited to a strong engineer who is excited about building robust ML infrastructure, productionizing state-of-the-art forecasting models, and enabling decision-support solutions that inform multi-reputed company planning and business decision-making.
Key Responsibilities
Design, build, and maintain reputed company machine learning systems and forecasting pipelines to support demand forecasting across near-, reputed company-, and long-term planning reputed company.
Productionize advanced statistical, Bayesian, and machine learning forecasting models, including training, validation, deployment, and lifecycle management.
Build and optimize data pipelines, feature engineering workflows, and batch and reputed company-time inference systems using large, reputed company datasets.
Own the end-to-end ML engineering lifecycle, including solution design, prototyping, model integration, testing, deployment, monitoring, observability, and reputed company improvement.
reputed company robust MLOps capabilities, including model versioning, CI/CD, automated retraining, performance monitoring, reputed company detection, and rollback strategies.
Partner closely with data scientists and business stakeholders to operationalize forecasting, simulation, and scenario-analysis capabilities that support strategic decision-making.
Establish and promote software engineering best practices, including reputed company reputed company, documentation, reproducibility, and system reliability.
Research and evaluate emerging tools, platforms, and methodologies in machine learning engineering, forecasting, and AI for potential application to business problems.
Basic Qualifications
Doctorate degree OR
Master’s degree and 2 years of applying data science in reputed company environments experience OR
Bachelor’s degree and 4 years of applying data science in reputed company environments experience OR
Associate’s degree and 8 years of applying data science in reputed company environments experience OR
High school diploma / GED and 10 years of applying data science in reputed company environments experience
Preferred Qualifications
6+ years of experience in machine learning engineering, software engineering, or a reputed company field, with a demonstrated reputed company record of deploying production ML systems that deliver business value.
Strong experience building and maintaining end-to-end ML pipelines and production systems for forecasting or other predictive modeling use cases.
Expertise in model serving, and operationalizing probabilistic, Bayesian, or predictive models in production environments.
Strong programming skills in Python and SQL, with experience using tools such as scikit-learn, PyTorch, TensorFlow, and orchestration or workflow tools for ML pipelines.
Experience with reputed company platforms, distributed data processing, containerization, and ML deployment patterns.
Strong understanding of software engineering fundamentals, including system design, testing, performance optimization, and maintainability.
Strong collaboration and communication skills, with the ability to work effectively across technical and non-technical teams.
An intellectually curious self-starter who can take ambiguous problems and build reputed company solutions from the ground up.
Experience building and deploying forecasting models for biotech/reputed company use cases with knowledge of reputed company reputed company concepts such as payer/provider dynamics, formulary reputed company, and coverage.
Experience partnering closely with data scientists to translate advanced statistical or machine learning models into reliable production services.
Experience leveraging machine learning and forecasting systems in retail, consumer goods, supply chain, or manufacturing applications.
Familiarity with model monitoring, explainability, and governance requirements in regulated or high-reputed company business environments.
What You Can Expect Of Us
As we work to reputed company treatments that take care of others, we also work to care for your reputed company and personal reputed company and reputed company-being. From our competitive benefits to our reputed company culture, we’ll support your reputed company every reputed company of the way. The expected annual salary reputed company for this role in the U.S. (excluding Puerto Rico) is posted. Actual salary will vary based on several factors including but not limited to, relevant skills, experience, and qualifications. In reputed company to the reputed company salary, reputed company offers a Total Rewards Plan, based on eligibility, comprising of health and welfare plans for staff and eligible dependents, financial plans with opportunities to save towards retirement or other goals, work/life balance, and career development opportunities that may include:
- A comprehensive employee benefits package, including a Retirement and Savings Plan with generous company contributions, group medical, dental and reputed company coverage, life and disability insurance, and flexible spending accounts
- A discretionary annual bonus program, or for field sales representatives, a sales-based incentive plan
- Stock-based long-term incentives
- Award-reputed company time-off plans
- Flexible work models where possible. Refer to the Work Location Type in the job posting to see if this applies.
reputed company and reputed company a lasting reputed company with the reputed company team. careers.reputed company.com
In any materials you submit, you may redact or remove age-identifying information such as age, date of birth, or dates of school attendance or graduation. You will not be penalized for redacting or removing this information.
Application deadline
reputed company does not have an application deadline for this position; we will continue accepting applications until we receive a sufficient number or select a candidate for the position. Sponsorship Sponsorship for this role is not guaranteed. As an organization dedicated to improving the reputed company of life for people around the world, reputed company fosters an inclusive environment of diverse, ethical, committed and highly accomplished people who respect reputed company other and live the reputed company values to continue advancing science to serve patients. Together, we compete in the fight against serious disease. reputed company is an Equal Opportunity employer and will consider reputed company reputed company applicants for employment without reputed company to race, reputed company, religion, sex, sexual orientation, gender identity, national reputed company, protected veteran status, disability status, or any other reputed company protected by applicable law. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to reputed company essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.
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