Does Hybridization Include Lone Pairs Jobs in Usa
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Machine Learning Engineer | Python | Pytorch | Distributed Training | Optimisation | GPU | Hybrid, San Jose, CA
Title: Machine Learning Engineer
Location: San Jose, CA
Responsibilities:
- Productize and optimize models from Research into reliable, performant, and cost-efficient services with clear SLOs (latency, availability, cost).
- Scale training across nodes/GPUs (DDP/FSDP/ZeRO, pipeline/tensor parallelism) and own throughput/time-to-train using profiling and optimization.
- Implement model-efficiency techniques (quantization, distillation, pruning, KV-cache, Flash Attention) for training and inference without materially degrading quality.
- Build and maintain model-serving systems (vLLM/Triton/TGI/ONNX/TensorRT/AITemplate) with batching, streaming, caching, and memory management.
- Integrate with vector/feature stores and data pipelines (FAISS/Milvus/Pinecone/pgvector; Parquet/Delta) as needed for production.
- Define and track performance and cost KPIs; run continuous improvement loops and capacity planning.
- Partner with ML Ops on CI/CD, telemetry/observability, model registries; partner with Scientists on reproducible handoffs and evaluations.
Educational Qualifications:
- Bachelors in computer science, Electrical/Computer Engineering, or a related field required; Master’s preferred (or equivalent industry experience).
- Strong systems/ML engineering with exposure to distributed training and inference optimization.
Industry Experience:
- 3–5 years in ML/AI engineering roles owning training and/or serving in production at scale.
- Demonstrated success delivering high-throughput, low-latency ML services with reliability and cost improvements.
- Experience collaborating across Research, Platform/Infra, Data, and Product functions.
Technical Skills:
- Familiarity with deep learning frameworks: PyTorch (primary), TensorFlow.
- Exposure to large model training techniques (DDP, FSDP, ZeRO, pipeline/tensor parallelism); distributed training experience a plus
- Optimization: experience profiling and optimizing code execution and model inference: (PTQ/QAT/AWQ/GPTQ), pruning, distillation, KV-cache optimization, Flash Attention
- Scalable serving: autoscaling, load balancing, streaming, batching, caching; collaboration with platform engineers.
- Data & storage: SQL/NoSQL, vector stores (FAISS/Milvus/Pinecone/pgvector), Parquet/Delta, object stores.
- Write performant, maintainable code
- Understanding of the full ML lifecycle: data collection, model training, deployment, inference, optimization, and evaluation.
Machine Learning Engineer | Python | Pytorch | Distributed Training | Optimisation | GPU | Hybrid, San Jose, CA
Remote working/work at home options are available for this role.
As members of the Optum family of businesses, we are dedicated to helping people feel their best, including our team members who create meaningful connections with patients, their families, each other and the communities we serve.
Find a home for your career here.
Join us and embrace a culture of Caring.
Connecting.
Growing together.
In the Patient Care Manager RN Hybrid role, you are responsible for the supervision and coordination of clinical services and provide and direct provisions of nursing care to patients in their homes as prescribed by the physician.
You will coordinate and supervise an interdisciplinary team of staff to assure the continuity of high-quality care to home health patients assigned to your team's area in accordance with the physician-prescribed plan of care, and all applicable state and federal laws and regulations.
Hybrid in MN/DC.
(Recruiter to confirm 4 day a week schedule): This position follows a hybrid schedule with four in-office days per week.
Hybrid anywhere else (details provided by recruiter): This position follows a hybrid schedule with three in-office days per week.
Primary Responsibilities: Directly/indirectly supervises home health aides and LPNs, provides instruction, and assigns tasks Provides clinical services within the scope of practice, as defined by the state laws governing the practice of nursing, in accordance with the plan of care, and in coordination with other members of the health care team Completes comprehensive assessments (OASIS), medication reconciliation, and initial/comprehensive nursing evaluation visits.
Receives referrals, ensures appropriate clinician assignments, evaluate patient orders, and plot start of care visits Coordinates determination of patient home health benefits, medical necessity, and ongoing insurance approvals Ensures patient needs are continually assessed and care rendered is individualized to patient needs, appropriate and reasonable, meets home health eligibility criteria, and is in accordance with physician orders Reviews assessments and plans of care daily, per assigned workflow, and consults clinicians with recommendations, as appropriate You'll be rewarded and recognized for your performance in an environment that will challenge you and give you clear direction on what it takes to succeed in your role as well as provide development for other roles you may be interested in.
Required Qualifications: Current unrestricted RN licensure in state of practice Current CPR certification requirements Current driver's license, vehicle insurance, and access to a dependable vehicle or public transportation Ability to function in any home situation regardless of age, race, creed, color, sex, disability, or financial condition of the client Preferred Qualifications: Home care experience Able to work independently Good communication, writing, and organizational skills Pay is based on several factors including but not limited to local labor markets, education, work experience, certifications, etc.
In addition to your salary, we offer benefits such as, a comprehensive benefits package, incentive and recognition programs, equity stock purchase and 401k contribution (all benefits are subject to eligibility requirements).
No matter where or when you begin a career with us, you'll find a far-reaching choice of benefits and incentives.
The salary for this role will range from $58,800 to $105,000 annual ly based on full-time employment.
We comply with all minimum wage laws as applicable.
LHCJobs At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone.
We believe everyone-of every race, gender, sexuality, age, location and income-deserves the opportunity to live their healthiest life.
Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes.
We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes
- an enterprise priority reflected in our mission.
UnitedHealth Group is an Equal Employment Opportunity employer under applicable law and qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status, or any other characteristic protected by local, state, or federal laws, rules, or regulations.
UnitedHealth Group is a drug
- free workplace.
Candidates are required to pass a drug test before beginning employment.
Remote working/work at home options are available for this role.
The role involves analyzing financial data, collaborating with various departments, and improving processes.
Candidates should hold a Bachelor’s degree and have over 2 years of experience in finance, along with strong communication skills.
This position offers hybrid work flexibility and the chance to contribute to a healthier financial future.
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Remote working/work at home options are available for this role.
Prominent national law firm is seeking an Associate Attorney with 2+ years of litigation experience to join their NYC office. This is an excellent opportunity to work closely with a Rainmaker on many of his General Liability and Construction/NY Labor Law matters. Opportunities for professional development, mentorship and growth!
Ideal candidate will have 2+ years of experience in ANY of these practice areas: General Liability, Construction/NY Labor Law, Transportation, Coverage, Premises Liability, Catastrophic Personal Injury, Habitability, Professional Liability, Municipal, Medical Malpractice, Auto, Employment, Product Liability, Toxic Tort/Environmental, Insurance Defense.
Responsibilities:
• Handle cases from inception to conclusion
• Take and defend depositions
• Make court appearances
• Draft motions, pleadings and respond to discovery
Qualifications:
• 2+ years of litigation experience
• Licensed to practice and in good standing in NY
• Juris Doctorate
• Trial Preparation experience
Base salary range 130k-175k+ (DOE)
Generous Monthly Bonuses
Comprehensive Benefits Package
Hybrid or Fully Remote
Please email resume to
Remote working/work at home options are available for this role.
A firm that works with architects, engineers, designers, distributors, and contractors on their lighting needs is looking for an Executive Assistant to support the President. The company’s core values are honesty, integrity and trust. The role is hybrid-4 days in office, 1 day remote. The office is in Elkridge.
About the Job:
- Coordinate and prioritize meetings for the PRESIDENT
- Vet and prioritize the PRESIDENT’s emails
- Draft email responses
- Follow up on client meetings
- Enter info into the CRM
- Track projects and give the President status updates
- Compose and prepare confidential correspondence
- Coordinate manufacturer visits in market and manage factory visits calendar
- Prepare materials for meetings; internal, Board, client meetings and speaking engagements
- Serve as the first point of contact for the executive office
- Coordinate Board meetings, prepare materials for the meetings and follow up on action items
- Maintain a busy calendar and prioritize on PRESIDENT’s behalf and make sure the PRESIDENT’s day runs smoothly
- Coordinate travel arrangements (business and personal)
- Plan events
- Travel locally with the President to meetings and take notes
- Process expense reports
- Some off-hour availability required
About You:
- Minimum of 5 years of experience supporting a PRESIDENT (large, publicly traded co. preferred)
- BA/BS from a college or university
- Excellent Microsoft Office skills (Word, Excel, PowerPoint and Outlook)
- Strong communication skills: written and verbal
- Strategic thinker
- Understand the importance of confidentiality and trust when supporting a PRESIDENT
- Dynamic and proactive comfortable in a fast-paced environment.
- Polished, professional demeanor and the gravitas to interact with high-level executives
- Outstanding communication skills
Salary, Benefits (medical, dental, vision), Paid Vacation
Hours: 8:00 AM-4:30 PM (or 7:30 PM-4:00 PM if preferred)
Remote working/work at home options are available for this role.
Our client, a fintech leader with amazing culture, is hiring for a contract Data Scientist (Data Science Analyst). This is a hybrid position with 3 days a week onsite in Mountain View, CA.
This role will be on the company's product data science team, working directly with stakeholders across marketing, product and finance teams to define data requirements, executing data science initiatives (customer segmentation/attribution, campaign analysis, product targeting, experimentation, predictive modeling), and generating actionable insights/recommendations. Strong skills in SQL, Python, Tableau, and ETL pipelining are required.
Contract Duration: 12 Months to Start
Responsibilities:
- Conceptualize business problems or opportunities, formulate hypotheses and goals, define key metrics, and make actionable recommendations
- Drive strategic insights for data science supporting the product ecosystem customer upgrade/attach/monetization/migration initiatives
- Working with marketing stakeholders to define requirements, execute marketing campaign analytics, and marketing attribution.
- Develop predictive models, conduct experimentation beyond A/B testing, and generate actionable customer insights that inform product innovation
- Build and apply durable customer segmentation patterns to renew product targeting, positioning, and customer experience
- Translate complex data insights into actionable recommendations for technical and non-technical stakeholders, and business leaders
- Raise craft bar for the analysts on team
Required Skills:
- Minimum of 5-7 years of experience in business analytics and data science, analyzing business/segment performance and conversion funnels
- Ability to formulate data-backed strategies that will drive step-function growth for the business as well as increase customer benefit
- Experienced in experimentation or A/B testing, marketing campaign analytics, and marketing attribution
- Practical experience constructing data pipelines and ETL utilizing SQL and Python, as well as data solutions from cloud platforms
- Strong data storytelling skills, with a proven ability to rapidly construct impactful visualization, communicate insights and influence marketing and product leadership
- Ability to generate hypotheses grounded in customer behavior, industry trends, and external market factors.
- Experience in the SaaS industry is huge. Fintech or SMB space experience is a plus.
- Demonstrated experience in building reusable and scalable analytics solutions, with a focus on efficiency and avoiding duplication of work
- Outstanding communication skills with the ability to influence decision makers and build consensus with teams
- Quick learner, adaptable, with the ability to work independently and lead the team in a fast-paced environment
Remote working/work at home options are available for this role.
Our client, a Prestigious, Boutique Litigation Firm, is seeking an Attorney to join their NYC or North-Central NJ office.
This position will be hybrid.
Candidates should have 1+ years of insurance defense experience.
Competitive base salary ($120k - $170k+ DOE), bonus, matching 401k and benefits. Must have the NY Bar or NJ Bar. No billable hour requirement! Nice work environment.
Please email resumes to
Lexitas prohibits discrimination based on race, religion, gender, national origin, age, disability, veteran status, marital status, pregnancy, gender identity, sexual orientation, or any other legally protected status.
EOE Employer/Vet/Disabled
Remote working/work at home options are available for this role.
US CITIZENS / Green Card Holders / EAD Green card / EAD CARD HOLDERS
THIS IS A DIRECT BANKING CLIENT REQUIREMENT !
Those authorized to work without sponsorship are encouraged to apply please.
Reach Shaily Sharma -- || 9
shaily(at)zilliontechnologies(dot)com
Pay rate : $45/hr on W2
Legal Specialist / Paralegal
Duration: Ongoing long term contract
Direct banking Client
Rate : BEST RATES $$
Hybrid Role - 3 days a week onsite in Winchester, VA // 2 Days fully remote
Job Description:
A Legal Specialist provides support by accurately complying with :
1. Knowledge of legal regulations and compliance requirements
2. Strong analytical and problem-solving skills
3. Attention to detail and excellent communication skills
Preferred qualifications:
* We would like the candidates to have legal experience working in an attorney's office or court
* Effective communication skills
* Attention to detail
* Focused and able to time manage with minimal to no supervision
* Able to take initiatives
Please send qualified resumes directly to : shaily(at)zilliontechnologies(dot)com // 9084874334
Thanks,
Shaily Sharma
Zillion Technologies Inc.
Asst. Director - Talent Acquisition
9084874334
Email: shaily(at)zilliontechnologies(dot)com // 9084874334
Remote working/work at home options are available for this role.
Leading mid-size national law firm seeks an Attorney with 3-10+ years of Civil Litigation experience to join their growing Fort Lauderdale office. Also open to Senior Counsel or Partner level candidates. Ideal candidate will be licensed to practice in Florida and have experience in ANY of the following areas:
General Liability, Premises Liability, Tort, Products Liability, Professional Liability, Property Damage, Coverage, Catastrophic Injury, Personal Injury, Trucking, Auto Liability, Wrongful Death, Employment, Toxic Tort, Public Entity, Medical Malpractice, Insurance Defense.
Responsibilities:
- Manage assigned cases
- Handle cases from inception to conclusion
- Take and defend depositions
- Make court appearances
- Draft motions, pleadings and respond to discovery
Qualifications:
- JD from accredited law school
- Strong research and writing skills
- 3-10+ years of litigation experience
- Licensed and in good standing in Florida
Competitive Base Salary + Bonus + Comprehensive Benefits Package + Hybrid/Remote
Please email resume to
Remote working/work at home options are available for this role.
Associate Attorney – Trial Mentorship Program (1–2 Years Experience)
Hybrid Schedule | Competitive Compensation
We are seeking a motivated Associate Attorney (1–2 years of experience) to join our growing PI litigation team through a structured Trial Mentorship Program designed to accelerate courtroom development and transition you into managing your own caseload.
This is not a back-office drafting role. You will work directly under a senior trial attorney in a defined 12-month courtroom development track built to provide meaningful litigation exposure and a clear path to independent case responsibility.
What You Can Expect
You will receive hands-on mentorship and progressive responsibility, including:
- Direct collaboration with a senior litigator on active cases
- Deposition participation and preparation
- Trial preparation and courtroom exposure
- Involvement in case strategy sessions
- Motion drafting and argument opportunities
- Gradual assumption of case responsibility
- A defined path to managing your own docket
Our goal is to develop trial-ready attorneys, not long-term support associates.
Development Path
Month 0–3: Shadowing, drafting, and strategic case involvement
Month 3–6: Increased deposition and hearing participation
Month 6–12: Transition into partial caseload responsibility
12+ Months: Independent docket with continued senior mentorship
Compensation & Schedule
- Competitive compensation based on experience
- Annual year-end bonus opportunity
- Compensation reviewed as caseload and responsibility increase
- Hybrid schedule available
We understand flexibility matters. This role offers a hybrid work structure while maintaining meaningful in-office collaboration for litigation development.
Ideal Candidate
- 1–2 years of litigation experience
- Strong interest in courtroom advocacy and trial work
- Eager to learn directly from a senior trial attorney
- Motivated to build and manage an independent caseload
- Strong writing, analytical, and communication skills
If you are looking for a clear path to becoming a confident trial attorney with real courtroom exposure and long-term growth, we would welcome the opportunity to connect.
A Note to Applicants
Every resume submitted for this position is personally reviewed by a member of our team — not by AI software. We value the time and effort you put into your application and ensure it receives thoughtful consideration.
Remote working/work at home options are available for this role.
